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  • Nowadays, you get to know in regard of things which can transform out the businesses. When we talk about these factors Data Analytics strikes the mind. Resultantly, you think about regarding become out Data Analyst which can help out you in exploring new realms of your career. Moreover, it is important to get out the knowledge of data analytics. As a result of these factors demand for Data Analytics online Training gaining acceleration.
  • Most organizations are collecting a huge amount of raw data but in the raw form data doesn’t lead out the meaning of anything. In this scenario, Data Analytics comes into the picture which refers to analyzing raw data in meaningful as well as actionable insights. These insights help out in driving efficiency in ongoing businesses. So, the data analyst helps out in the extraction and organizing of the raw data. Hence, Data analyst online certification booming.

Data Analytics Online Training

About-Us-Course

  • The course offers an overview of Big Data and helps out the candidates in assisting with different complicated procedures. Moreover, emphasizes a variety of Analytics things needed to make out organization efficient. Additionally, Data Analyst Online Training increasing its demand;
    • Understanding Big Data and its applications in the real world.

      Analyzing the framework of data structures.

      Designing out of complex algorithms.

      Implementing Big Data into different activities.

      Introducing the candidates with the analytics part.

  • After completing the Data Analyst Online course the salary gets out in the range of Rs 1.8 lakh to Rs 11.9 lakh. Moreover, as per the reports of the ambition box, the average salary gets struck out at the rate of 15 lakh per annum.

  • Getting out of a job in Data Analytics is the first step in growing out of the career in the domain of Data Analytics. In case you have no previous experience in this domain then you can go through the below-mentioned course prospects after Data Analytics Online Training;
    • You can also work as Business analysts, Financial analysts, Operation analysts, Marketing analysts, Systems analysts, etc.

      After getting out several experiences with completing of Data Analytics Online Certification you can work as a consultant in any organization. Moreover, as working out in an organization directly you can also work on a freelance basis.

      As a data analyst, you can easily work in multiple industries. Sometimes, the career path might get out deeper into the specialized knowledge of the industry.

      You can become Data Scientist by advancing out programming skills, advanced mathematics as well as and understanding of machine learning.

      Moreover, after completing our Data Analytics Online Training in India the common career path for Data Analytics is to move out to the management process. You can start with the position of Data Analyst, or Project Manager and go to the Chief Data Officer(CDO).

  • Undoubtedly, everyone heard about Data Analytics in modern businesses because they are responsible for handling organizational functions. Simply, data analytics is critical to handling organizational projects. As the Data Analytics Online Training gets completed you have to overcome the reasons behind its popularity:
    • The job of data analyst requires attention to detail, expert-level statistics, mathematical skills as well as a deep level of understanding of handling organizational processes.

      As the industry is growing out so quickly and the demand for related roles is also predicted. Moreover, anyone interested in a strategic business role can get out into this domain.

      Data analytics gets critical to the business point of view that individuals are responsible for determining the effective strategy which drives organizational performance.

      Moreover, after completing our Data Analytics Online Course you get out the decisions regarding driving organizational effectiveness, efficiency as well as profitability.

      The process of data analytics helps out the decision-makers for improving organizational efficiency. In modern organizations, data analysts are responsible for guiding the business units.

  • Data analysts are the professionals who get responsible for the senior leadership in the organization who make out strategic decisions. After completing the Data Analytics Online Training in India you have to follow the below-mentioned primary duties:
    • Implementing a huge amount of statistical data with text mining.

      Analyzing the client-initiated conversations with stakeholders.

      Building of the NLP models for getting out into key conversation, sentiment as well as emotions.

      Working out with multiple projects related to ML(Machine Learning), Text mining.

      Driving out the analysis on unstructured data which comes out from multiple sources.

  • After completing the Data Analytics Online course multiple organizations will get to hire out from the pool of candidates. If we talk regarding the organizations then it is Infogain Solutions Pvt Ltd, PubMatic, Serving Skill, Reliance Retail, Huquo Consulting Pvt Ltd, Wipro, CBRE, etc.

  • While completing the Data Analytics Online Training in India you get out personalized training with specialized faculty members. Moreover, you also get out 100% globally recognized training certificate which will boost the chances of getting a job in a competitive market.

Why should you learn Data Analytics?

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Data Analytics Certification Training

  • Data Analyst is a powerful analytics platform to make discoveries. By using different aspects of computer science, data visualisations, data analytics, statistics, R and Python Programming in data science, you may convert voluminous data into meaningful contents. It's a 9 months Master’s Program in Data Analyst with Power BI, Tableau & R (including Data Visualization & Cloud Implementation) which includes a 6 months online project internship.
    • Things you will learn:

      • Analytics Microsoft Power BI
        • Analytics with Tableau
          • Analytics with R Proramming
            • Cloud: AWS(Amazon Web Services)
              • Cloud: Microsoft Azure Fundamentals
                • Data Analyst - Live Projects
                  • Python for Data Analyst
                    • Data Analysis and Visualization
                      • Databases – MS SQL and SQL Queries
                        • Statistics for Data Analyst
                          • Analytics with Excel
                        Get full course syllabus in your inbox

                        • Data Ananyst is a powerful analytics platform to make discoveries. By using different aspects of computer science, data visualisations, data analytics, statistics, R and Python Programming in data science, you may convert voluminous data into meaningful contents.
                          • Complete Understanding of OS Module of Python

                            • Check Dirs. (exist or not)
                              • How to split path and extension
                                • How to get user prole detail
                                  • Get the path of Desktop, Documents, Downloads etc.
                                    • Handle the File System Organization using OS
                                      • How to get any les and folder’s details using OS

                                        Contacting user Through Emails Using Python

                                        • Installing SMTP Python Module
                                          • Sending Email
                                            • Reading from le and sending emails to all users

                                              Reading an excel

                                              • ArithmeticOperation in Excel le.
                                                • Play with Workbook, Sheets and Cells in Excel using Python
                                                  • Creating and Removing Sheets
                                                    • Formatting the Excel File Data
                                                      • More example of Python Function
                                                        • Working With Excel
                                                          • Reading an excel le using Python
                                                            • Writing to an excel sheet using Python
                                                              • Python| Reading an excel le
                                                                • Python | Writing an excel le
                                                                  • Adjusting Rows and Column using Python

                                                                    Python Database Interaction

                                                                    • SQL Database connection using
                                                                      • Creating and searching tables
                                                                        • Reading and Storing cong information on database
                                                                          • Programming using database connections

                                                                            Python File Handling

                                                                            • Reading from a File
                                                                              • Renaming and Deleting Files in Python
                                                                                • Python Directory and File Management
                                                                                  • List Directories and Files
                                                                                    • Making New Directory
                                                                                      • Changing Directory
                                                                                        • Opening a File
                                                                                          • Python File Modes
                                                                                            • Closing File
                                                                                              • Writing to a File

                                                                                                Python Exception Handling

                                                                                                • Raising Exception
                                                                                                  • Try and Finally
                                                                                                    • Python Errors and Built-in-Exceptions
                                                                                                      • Exception handing Try, Except and Finally
                                                                                                        • Catching Exceptions in Python
                                                                                                          • Catching Specic Exception in Python

                                                                                                            Strings

                                                                                                            • Remove elements from a Set
                                                                                                              • PythonSet Operations
                                                                                                                • What is Set
                                                                                                                  • Set Creation
                                                                                                                    • Add element to a Set

                                                                                                                      Sets

                                                                                                                      • Add element to a Set
                                                                                                                        • Remove elements from a Set
                                                                                                                          • PythonSet Operations
                                                                                                                            • Frozen Sets
                                                                                                                              • What is Set
                                                                                                                                • Set Creation

                                                                                                                                  Dictionary

                                                                                                                                  • Dict useful methods (Pop, Pop Item, Str , Update etc.)
                                                                                                                                    • Looping Dictionaries
                                                                                                                                      • Ordered Dictionaries
                                                                                                                                        • Default Dictionaries
                                                                                                                                          • Dict Comprehension
                                                                                                                                            • Dict Access (Accessing Dict Values)
                                                                                                                                              • Dict Get Method
                                                                                                                                                • Dict Add or Modify Elements
                                                                                                                                                  • Dict Copy
                                                                                                                                                    • Dict From Keys.
                                                                                                                                                      • Dict Items
                                                                                                                                                        • Dict Values
                                                                                                                                                          • Dict Keys (Updating, Removing and Iterating)
                                                                                                                                                            • Dict Creation

                                                                                                                                                              Tuple

                                                                                                                                                              • Changing a Tuple
                                                                                                                                                                • Tuple Deletion
                                                                                                                                                                  • Tuple Count
                                                                                                                                                                    • Tuple Index
                                                                                                                                                                      • Tuple Membership
                                                                                                                                                                        • TupleBuilt in Function (Length, Sort)
                                                                                                                                                                          • What is Tuple
                                                                                                                                                                            • Tuple Creation
                                                                                                                                                                              • Accessing Elements in Tuple

                                                                                                                                                                                List

                                                                                                                                                                                • List Indexing
                                                                                                                                                                                  • List Slicing
                                                                                                                                                                                    • List count and Looping
                                                                                                                                                                                      • List Comprehension and Nested Comprehension
                                                                                                                                                                                        • String Split to create a List
                                                                                                                                                                                          • List having Multiple Reference
                                                                                                                                                                                            • List Sorting
                                                                                                                                                                                              • List Revers
                                                                                                                                                                                                • List related Keyword in Python
                                                                                                                                                                                                  • List Delete
                                                                                                                                                                                                    • What is List.
                                                                                                                                                                                                      • List Append & Extend using “+” and Keyword
                                                                                                                                                                                                        • List Remove
                                                                                                                                                                                                          • List Insert
                                                                                                                                                                                                            • List Append
                                                                                                                                                                                                              • List Creation
                                                                                                                                                                                                                • List Length

                                                                                                                                                                                                                  Python Date Time and Calendar

                                                                                                                                                                                                                  • Locale’s appropriate date and time
                                                                                                                                                                                                                    • Format Code list of Data, Time and Cal
                                                                                                                                                                                                                      • Day, Month, Year, Today, Weekday
                                                                                                                                                                                                                        • IsoWeek day
                                                                                                                                                                                                                          • Date Time
                                                                                                                                                                                                                            • Time, Hour, Minute, Sec, Microsec
                                                                                                                                                                                                                              • Time Delta and UTC
                                                                                                                                                                                                                                • StrfTime, Now
                                                                                                                                                                                                                                  • Time stamp and Date Format
                                                                                                                                                                                                                                    • Month Calendar
                                                                                                                                                                                                                                      • Itermonthdates
                                                                                                                                                                                                                                        • Lots of Example on Python Calendar
                                                                                                                                                                                                                                          • Create 12-month Calendar
                                                                                                                                                                                                                                            • Strftime
                                                                                                                                                                                                                                              • Strptime

                                                                                                                                                                                                                                                Python Function, Modules and Packages

                                                                                                                                                                                                                                                • More example of Python Function
                                                                                                                                                                                                                                                  • Map, Filter and Reduce function with Lambda Function
                                                                                                                                                                                                                                                    • Programming using functions, modules & external packages
                                                                                                                                                                                                                                                      • Random functions in python
                                                                                                                                                                                                                                                        • Understanding Packages
                                                                                                                                                                                                                                                          • Importing own module as well as external modules
                                                                                                                                                                                                                                                            • Organizing python projects into modules
                                                                                                                                                                                                                                                              • Organizing python codes using functions
                                                                                                                                                                                                                                                                • Recursive Function and Its Advantage and Disadvantage
                                                                                                                                                                                                                                                                  • Nested Loop in Python Function
                                                                                                                                                                                                                                                                    • Scope and Life Time of Variable in Python Function
                                                                                                                                                                                                                                                                      • Python Syntax
                                                                                                                                                                                                                                                                        • Function Call
                                                                                                                                                                                                                                                                          • Return Statement
                                                                                                                                                                                                                                                                            • Arguments in a function – Required, Default, Positional, Variable-length
                                                                                                                                                                                                                                                                              • Help function in Python
                                                                                                                                                                                                                                                                                • *args and **kwargs
                                                                                                                                                                                                                                                                                  • Lamda/ Anonymous Function
                                                                                                                                                                                                                                                                                    • Write an Empty Function in Python –pass statement.

                                                                                                                                                                                                                                                                                      Control Structure & Flow

                                                                                                                                                                                                                                                                                      • How to use IN or NOT IN keyword in Python Loop.
                                                                                                                                                                                                                                                                                        • Examples of Looping with Break and Continue Statement
                                                                                                                                                                                                                                                                                          • Use If and Else in for and While Loop
                                                                                                                                                                                                                                                                                            • How to use nested Loop in Python
                                                                                                                                                                                                                                                                                              • Generator in Python
                                                                                                                                                                                                                                                                                                • Elegant way of Python Iteration
                                                                                                                                                                                                                                                                                                  • Use of Switch Function in Loop
                                                                                                                                                                                                                                                                                                    • How to use if and else with Loop
                                                                                                                                                                                                                                                                                                      • Programs for printing Patterns in Python
                                                                                                                                                                                                                                                                                                        • Statements – if, else, elif
                                                                                                                                                                                                                                                                                                          • How to use nested IF and Else in Python
                                                                                                                                                                                                                                                                                                            • Loops
                                                                                                                                                                                                                                                                                                              • Loops and Control Statements.
                                                                                                                                                                                                                                                                                                                • Jumping Statements – Break, Continue, pass
                                                                                                                                                                                                                                                                                                                  • How to use Range function in Loop
                                                                                                                                                                                                                                                                                                                    • Looping techniques in Python

                                                                                                                                                                                                                                                                                                                      Python Data Type

                                                                                                                                                                                                                                                                                                                      • Sets
                                                                                                                                                                                                                                                                                                                        • Dictionary
                                                                                                                                                                                                                                                                                                                          • Tuples
                                                                                                                                                                                                                                                                                                                            • List
                                                                                                                                                                                                                                                                                                                              • Strings
                                                                                                                                                                                                                                                                                                                                • Understanding the concept of Casting and Boolean.
                                                                                                                                                                                                                                                                                                                                  • Declaring and using Numeric data types
                                                                                                                                                                                                                                                                                                                                    • Using string data type and string operations
                                                                                                                                                                                                                                                                                                                                      • Understanding Non-numeric data types

                                                                                                                                                                                                                                                                                                                                        Introduction To Variables

                                                                                                                                                                                                                                                                                                                                        • Variable Scope
                                                                                                                                                                                                                                                                                                                                          • Byte objects vs. string in Python
                                                                                                                                                                                                                                                                                                                                            • Type Casting in Python
                                                                                                                                                                                                                                                                                                                                              • Packing and Unpacking Arguments
                                                                                                                                                                                                                                                                                                                                                • Global and Local Variables in Python
                                                                                                                                                                                                                                                                                                                                                  • Variables, expression condition and function

                                                                                                                                                                                                                                                                                                                                                    Python Keyword and Identiers

                                                                                                                                                                                                                                                                                                                                                    • Understating the concepts of Operators
                                                                                                                                                                                                                                                                                                                                                      • Arithmetic
                                                                                                                                                                                                                                                                                                                                                      • Relational
                                                                                                                                                                                                                                                                                                                                                      • Logical
                                                                                                                                                                                                                                                                                                                                                      • Assignment
                                                                                                                                                                                                                                                                                                                                                      • Membership
                                                                                                                                                                                                                                                                                                                                                      • Identity
                                                                                                                                                                                                                                                                                                                                                    • Python Indentation
                                                                                                                                                                                                                                                                                                                                                      • Python Comments, Multiline Comments.

                                                                                                                                                                                                                                                                                                                                                        Introduction To Python

                                                                                                                                                                                                                                                                                                                                                        • Understanding the Python blocks.
                                                                                                                                                                                                                                                                                                                                                          • Python basic Operators
                                                                                                                                                                                                                                                                                                                                                            • Understanding Python variables
                                                                                                                                                                                                                                                                                                                                                              • Installation and Working with Python
                                                                                                                                                                                                                                                                                                                                                            Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                            • Data visualization is the graphical way to representation of information and data. By using visual elements like graphs, maps and charts. Data visualization tools provide an accessible easy way to see and understand the data.
                                                                                                                                                                                                                                                                                                                                                              • Introduction to Data Visualization with Seaborn

                                                                                                                                                                                                                                                                                                                                                                • Customizing Seaborn Plots
                                                                                                                                                                                                                                                                                                                                                                  • Well done! What’s next
                                                                                                                                                                                                                                                                                                                                                                  • Bar plot with subgroups and subplots
                                                                                                                                                                                                                                                                                                                                                                  • Box plot with subgroups
                                                                                                                                                                                                                                                                                                                                                                  • Putting it all together
                                                                                                                                                                                                                                                                                                                                                                  • Rotating x-tics labels
                                                                                                                                                                                                                                                                                                                                                                  • Adding title and labels Part 2
                                                                                                                                                                                                                                                                                                                                                                  • Adding a title and axis labels
                                                                                                                                                                                                                                                                                                                                                                  • Adding a title to a face Grid object
                                                                                                                                                                                                                                                                                                                                                                  • Face Grids vs. Axes Subplots
                                                                                                                                                                                                                                                                                                                                                                  • Adding titles and labels Part 1
                                                                                                                                                                                                                                                                                                                                                                  • Using a custom palette
                                                                                                                                                                                                                                                                                                                                                                  • Changing the scale
                                                                                                                                                                                                                                                                                                                                                                  • Changing style and palette
                                                                                                                                                                                                                                                                                                                                                                  • Changing plot style and colour
                                                                                                                                                                                                                                                                                                                                                                • Visualizing a Categorical and a Quantitative Variable
                                                                                                                                                                                                                                                                                                                                                                  • Point plot with subgroups
                                                                                                                                                                                                                                                                                                                                                                  • Customizing points plots
                                                                                                                                                                                                                                                                                                                                                                  • Point plots
                                                                                                                                                                                                                                                                                                                                                                  • Adjusting the whisk
                                                                                                                                                                                                                                                                                                                                                                  • Omitting outliers
                                                                                                                                                                                                                                                                                                                                                                  • Box plots
                                                                                                                                                                                                                                                                                                                                                                  • Create and interpret a box plot
                                                                                                                                                                                                                                                                                                                                                                  • Customizing bar plots
                                                                                                                                                                                                                                                                                                                                                                  • Bar plot with percentages
                                                                                                                                                                                                                                                                                                                                                                  • Count plots
                                                                                                                                                                                                                                                                                                                                                                  • Current plots and bar plots
                                                                                                                                                                                                                                                                                                                                                                • Visualizing Two Quantitative Variables
                                                                                                                                                                                                                                                                                                                                                                  • Plotting subgroups in line plots
                                                                                                                                                                                                                                                                                                                                                                  • Visualizing standard deviation with line plots
                                                                                                                                                                                                                                                                                                                                                                  • Interpreting line plots
                                                                                                                                                                                                                                                                                                                                                                  • Introduction to line plots
                                                                                                                                                                                                                                                                                                                                                                  • Changing the style of scatter plot points
                                                                                                                                                                                                                                                                                                                                                                  • Changing the size of scatter plot points
                                                                                                                                                                                                                                                                                                                                                                  • Customizing scatters plots
                                                                                                                                                                                                                                                                                                                                                                  • Creating subplots with col and row
                                                                                                                                                                                                                                                                                                                                                                  • Introduction to relational plots and subplots
                                                                                                                                                                                                                                                                                                                                                                • Introduction to Seaborn
                                                                                                                                                                                                                                                                                                                                                                  • Hue and count plots
                                                                                                                                                                                                                                                                                                                                                                  • Hue and scattera plots
                                                                                                                                                                                                                                                                                                                                                                  • Adding a third variable with hue
                                                                                                                                                                                                                                                                                                                                                                  • Tidy vs Untidy data
                                                                                                                                                                                                                                                                                                                                                                  • Making a count plot with a Dataframe
                                                                                                                                                                                                                                                                                                                                                                  • Using Pandas with seaborn
                                                                                                                                                                                                                                                                                                                                                                  • Making a count plot with a list
                                                                                                                                                                                                                                                                                                                                                                  • Making a scatter plot with lists
                                                                                                                                                                                                                                                                                                                                                                  • Introduction to Seaborn

                                                                                                                                                                                                                                                                                                                                                                Data Analysis and Visualization using NumPy and MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                • MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Plotting Different Charts, Labels, and Labels Alignment etc.
                                                                                                                                                                                                                                                                                                                                                                  • Other Useful Properties of Charts.
                                                                                                                                                                                                                                                                                                                                                                  • Complete Understanding of Histograms
                                                                                                                                                                                                                                                                                                                                                                  • Create Charts as Image
                                                                                                                                                                                                                                                                                                                                                                  • Legend Alignment of Chart using MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Understanding plt. subplots () notation
                                                                                                                                                                                                                                                                                                                                                                  • Export the Chart as Image
                                                                                                                                                                                                                                                                                                                                                                  • Play with Charts Properties Using MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Bar Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Column Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Pie Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Area Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                  • Scatter Plot Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                • NumPy
                                                                                                                                                                                                                                                                                                                                                                  • NumPy’s Sort Function and More
                                                                                                                                                                                                                                                                                                                                                                  • NumPy’s Mode, Median and Sum Function
                                                                                                                                                                                                                                                                                                                                                                  • NumPy’s Mean and Axis
                                                                                                                                                                                                                                                                                                                                                                  • Indexing NumPy elements using conditionals
                                                                                                                                                                                                                                                                                                                                                                  • Logical Operation with Arrays
                                                                                                                                                                                                                                                                                                                                                                  • Selecting Elements from 2-D Array
                                                                                                                                                                                                                                                                                                                                                                  • Selecting Elements from 1-D Array
                                                                                                                                                                                                                                                                                                                                                                  • Two-Dimensional Array
                                                                                                                                                                                                                                                                                                                                                                  • Operations with NumPy Arrays
                                                                                                                                                                                                                                                                                                                                                                  • Creating an Array from a CSV
                                                                                                                                                                                                                                                                                                                                                                  • Operations an Array from a CSV
                                                                                                                                                                                                                                                                                                                                                                  • NumPy Arrays
                                                                                                                                                                                                                                                                                                                                                                  • Importing NumPy and Its Properties
                                                                                                                                                                                                                                                                                                                                                                  • Introduction to NumPy Numerical Python

                                                                                                                                                                                                                                                                                                                                                                Data Analysis and Visualization using Pandas.

                                                                                                                                                                                                                                                                                                                                                                • Pandas
                                                                                                                                                                                                                                                                                                                                                                  • Other Very Useful concepts of Pandas in Python Data Time Property in Pandas (More and More)
                                                                                                                                                                                                                                                                                                                                                                  • Pandas | How to Group Data How to apply Lambda / Function on Data Frame
                                                                                                                                                                                                                                                                                                                                                                  • Pandas | Find Missing Data and Fill and Drop NA Appending Data Frame and Data
                                                                                                                                                                                                                                                                                                                                                                  • Pandas | Merging, Joining and Concatenating Full Join (Full Outer Join)
                                                                                                                                                                                                                                                                                                                                                                  • Indexing and Selecting Data with Pandas Right Join (Right Outer Join)
                                                                                                                                                                                                                                                                                                                                                                  • Under sting the properties of Data Frame Left Join (Left Outer Join)
                                                                                                                                                                                                                                                                                                                                                                  • Python | Pandas Data Frame Inner Join
                                                                                                                                                                                                                                                                                                                                                                  • Exporting the results to Excel Joins
                                                                                                                                                                                                                                                                                                                                                                  • Under sting the Properties of Pivot Table in Pandas Advanced Reading CSVs/HTML, Binning, Categorical Data
                                                                                                                                                                                                                                                                                                                                                                  • Complete Understanding of Pivot Table Data Slicing using iLoc and Loc property (Setting Indices)
                                                                                                                                                                                                                                                                                                                                                                  • Applying formulas on the columns Basic Grouping, Concepts of Aggre gate Function
                                                                                                                                                                                                                                                                                                                                                                  • Reading a subset of columns Data Maintenance, Adding/Removing Cols and Rows
                                                                                                                                                                                                                                                                                                                                                                  • Reading les with no header and skipping records Cumulative Sums and Value Counts, Ranking etc
                                                                                                                                                                                                                                                                                                                                                                  • Getting statistical information about the data Analysis Concepts, Handle the None Values
                                                                                                                                                                                                                                                                                                                                                                  • Exploring the Data Plotting, Correlations, and Histograms
                                                                                                                                                                                                                                                                                                                                                                  • Using the Excel File class to read multiple sheets More Mapping, Filling Nonvalue’s
                                                                                                                                                                                                                                                                                                                                                                  • How to get record specic records Using Pandas Adding & Resetting Columns, Mapping with function
                                                                                                                                                                                                                                                                                                                                                                  • Read data from Excel File using Pandas More Plotting, Date Time Indexing and writing to les
                                                                                                                                                                                                                                                                                                                                                                • Statistics
                                                                                                                                                                                                                                                                                                                                                                  • Box plot
                                                                                                                                                                                                                                                                                                                                                                  • Standard Deviation
                                                                                                                                                                                                                                                                                                                                                                  • Variance
                                                                                                                                                                                                                                                                                                                                                                  • Correlation
                                                                                                                                                                                                                                                                                                                                                                  • Interquartile range
                                                                                                                                                                                                                                                                                                                                                                  • Range
                                                                                                                                                                                                                                                                                                                                                                  • Outliers
                                                                                                                                                                                                                                                                                                                                                                  • Mode
                                                                                                                                                                                                                                                                                                                                                                  • Median
                                                                                                                                                                                                                                                                                                                                                                  • Numerical Data
                                                                                                                                                                                                                                                                                                                                                                  • Mean
                                                                                                                                                                                                                                                                                                                                                                  • Categorical Data
                                                                                                                                                                                                                                                                                                                                                            Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                            • Microsoft SQL Server is a relational database management system (RDBMS) that supports a wide variety of transaction processing, business intelligence and analytics applications in corporate IT environments. In order to experiment with data through the creation of test environments, data scientists make use of SQL as their standard tool, and to carry out data analytics with the data that is stored in relational databases like Oracle, Microsoft SQL, MySQL, we need SQL.
                                                                                                                                                                                                                                                                                                                                                              • Cursors and Memory Limitations

                                                                                                                                                                                                                                                                                                                                                                • Cursor declaration and Life cycle
                                                                                                                                                                                                                                                                                                                                                                  • STATIC
                                                                                                                                                                                                                                                                                                                                                                    • DYNAMIC
                                                                                                                                                                                                                                                                                                                                                                      • SCROLL Cursors
                                                                                                                                                                                                                                                                                                                                                                        • FORWARD_ONLY and LOCAL Cursors
                                                                                                                                                                                                                                                                                                                                                                          • KEYSET Cursors with Complex SPs

                                                                                                                                                                                                                                                                                                                                                                            Transactions Management

                                                                                                                                                                                                                                                                                                                                                                            • SAVEPOINT and Query Blocking
                                                                                                                                                                                                                                                                                                                                                                              • AUTOCOMMIT Transaction and usage
                                                                                                                                                                                                                                                                                                                                                                                • IMPLICIT Transactions and options
                                                                                                                                                                                                                                                                                                                                                                                  • EXPLICIT Transaction types
                                                                                                                                                                                                                                                                                                                                                                                    • ACID Properties and Scope

                                                                                                                                                                                                                                                                                                                                                                                      Triggers, cursors, memory limitations

                                                                                                                                                                                                                                                                                                                                                                                      • Bulk Operations with Triggers
                                                                                                                                                                                                                                                                                                                                                                                        • Database Triggers and Server Triggers
                                                                                                                                                                                                                                                                                                                                                                                          • Data Audit operations & Sampling
                                                                                                                                                                                                                                                                                                                                                                                            • INSERTED and DELETED memory tables
                                                                                                                                                                                                                                                                                                                                                                                              • DML Triggers and Performance impact
                                                                                                                                                                                                                                                                                                                                                                                                • Why to use Triggers

                                                                                                                                                                                                                                                                                                                                                                                                  System functions and Usage

                                                                                                                                                                                                                                                                                                                                                                                                  • GROUPING Functions
                                                                                                                                                                                                                                                                                                                                                                                                    • ROW_COUNT
                                                                                                                                                                                                                                                                                                                                                                                                      • String and Operational Functions
                                                                                                                                                                                                                                                                                                                                                                                                        • Time Functions
                                                                                                                                                                                                                                                                                                                                                                                                          • Date Functions
                                                                                                                                                                                                                                                                                                                                                                                                            • System Functions and usage
                                                                                                                                                                                                                                                                                                                                                                                                              • SCHEMABINDING and ENCRYPTION
                                                                                                                                                                                                                                                                                                                                                                                                                • Types of Table Valued Functions
                                                                                                                                                                                                                                                                                                                                                                                                                  • Scalar Valued Functions

                                                                                                                                                                                                                                                                                                                                                                                                                    Stored Procedures and Benets

                                                                                                                                                                                                                                                                                                                                                                                                                    • Dynamic SQL and parameterization
                                                                                                                                                                                                                                                                                                                                                                                                                      • System level Stored Procedures
                                                                                                                                                                                                                                                                                                                                                                                                                        • INPUT and OUTPUT parameters
                                                                                                                                                                                                                                                                                                                                                                                                                          • SCHEMABINDING and ENCRYPTION
                                                                                                                                                                                                                                                                                                                                                                                                                            • Use of Variables and parameters
                                                                                                                                                                                                                                                                                                                                                                                                                              • Types of Stored Procedures
                                                                                                                                                                                                                                                                                                                                                                                                                                • Why to use Stored Procedures

                                                                                                                                                                                                                                                                                                                                                                                                                                  Indexes and Query tuning

                                                                                                                                                                                                                                                                                                                                                                                                                                  • Primary Keys & Non-Clustered Indexes
                                                                                                                                                                                                                                                                                                                                                                                                                                    • Indexes and Table Constraints
                                                                                                                                                                                                                                                                                                                                                                                                                                      • Composite Indexed Columns & Keys
                                                                                                                                                                                                                                                                                                                                                                                                                                        • Materializing Views (storage level)
                                                                                                                                                                                                                                                                                                                                                                                                                                          • INCLUDED Indexes & Usage
                                                                                                                                                                                                                                                                                                                                                                                                                                            • Index SCAN and SEEK
                                                                                                                                                                                                                                                                                                                                                                                                                                              • Indexing Table & View Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                • Need for Indexes & Usage

                                                                                                                                                                                                                                                                                                                                                                                                                                                  Views and Row Data Security

                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Working with JOINS inside views
                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Common Dynamic Management views
                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Common System Views and Metadata
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Issues with Views and ALTER TABLE
                                                                                                                                                                                                                                                                                                                                                                                                                                                          • SCHEMA BINDING and ENCRYPTION
                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Views on Tables and Views
                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Benets of Views in SQL Database

                                                                                                                                                                                                                                                                                                                                                                                                                                                                Data Validation and Constraints

                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Disabling Constraints & Other Options
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Naming Composite Primary Keys
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • CHECK and DEFAULT Constraints
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • PRIMARY KEY Constraint & Usage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • UNIQUE KEY Constraint and NOT NULL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • NULL and IDENTITY properties
                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Table creation using Constraints

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              SQL Tables in MS SQL Server

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • ROWCOUNT and CUBE Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • HAVING
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • GROUPING
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • ORDER BY
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Variants of SELECT statement
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Use of WHERE, IN and BETWEEN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • SELECT queries and Schemas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • DELETE
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • UPDATE
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Basic INSERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Table creation using Schemas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Table Aliases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Column Aliases & Usage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Single Row and Multi-Row Inserts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Table creation using T-SQL Scripts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Naming Conventions for Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • SQL Server Database Tables

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                SQL Server 2019 Database Design

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Database Structure modications
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • File locations and Size parameters
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • DB Design using Files and File Groups
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Database Creation using T-SQL scripts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Database Creation using GUI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • SQL Database Architecture

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SQL Server Fundamentals

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Conventions & Collation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Conguration Tools & SQLCMD
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Using Management Studio (SSMS)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • SQL Server Features & Purpose
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Service Accounts & Use, Authentication Modes & Usage, Instance Congurations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • SQL Server 2019 Installation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • This module offers knowledge to introduce you to the basic principles based on statistical methods and procedures followed in data analysis. This course will help you to understand the work process involved with summarizing the data, data storage, visualizing the data results, and a hands-on approach with statistical analysis with python.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Data Pre-Processing & Data Mining

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Parameter Estimation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Data and Knowledge
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Selected Applications in Data Mining
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Dimensionality Reduction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Anomaly Detection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Datasets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Feature Scaling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Feature Engineering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Data Preparation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          EDA (Exploratory Data Analysis)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Imbalanced Data Techniques
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Identify outliers’ data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Identify missing data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • EDA framework for exploring the data and identifying any problems with the data (Data Audit Report)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Need for structured exploratory data

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Introduction to Predictive Modelling

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Concept of model in analytics and how it is used
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Common terminology used in Analytics & Modelling process
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Popular Modelling algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Types of Business problems - Mapping of Techniques
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Different Phases of Predictive Modelling

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Introduction to Statistics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Correlation and Co-variance
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Spread and Dispersion
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Gaussian distribution
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Z-score
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Normal distribution
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Expected value
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Random variables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Probability distribution functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Sample vs Population Statistics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Descriptive Statistics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Data Analysis Visualization Using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction exploratory data analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Descriptive statistics, Frequency Tables and summarization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Univariate Analysis (Distribution of data & Graphical Analysis)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Bivariate Analysis (Cross Tabs, Distributions & Relationships, Graphical Analysis)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Creating Graphs- Bar/pie/line chart/histogram/ boxplot/ scatter/ densi ty etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Important Packages for Exploratory Analysis (NumPy Arrays, Matplotlib, seaborn, Pandas etc.)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Feature Engineering in Data Science

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Label encoding/one hot encoding
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Feature Engineering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Feature Selection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Feature scaling using Standard Scaler/Min-Max scaler/Robust Scaler.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Data Manipulation Cleansing - Munging Using Python Modules

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Normalizing data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Data Manipulation steps (Sorting, ltering, duplicates, merging, append ing, sub setting, derived variables, sampling, Data type conversions, renaming, formatting.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Filling missing values using lambda function and concept of Skewness.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Cleansing Data with Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Accessing/Importing and Exporting Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Important python modules Pandas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Exporting Data to various formats
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Viewing Data objects - sub setting, methods
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Database Input (Connecting to database)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Importing Data from various sources (Csv, txt, excel, access etc)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Introduction to Data Analytics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Why Python for data science
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Build Resource plan for Data Science project
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Project plan for Data Science project & key milestones based on effort estimates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Identify the most appropriate solution design for the given problem statement
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • List of steps in Data Science projects
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Data Science Methodology & problem-solving framework.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Overview of Data Science tools & their popularity.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Critical success drivers.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • How leading companies are harnessing the power of analytics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Types of problems and business objectives in various industries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Relevance in industry and need of the hour
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • What is data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Classication of data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Common Terms in Data Science
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • What is Analytics & Data Science
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Excel is one of the most popular data analysis tool, to help visualize and gain insights from your data. Analytics with Excel helps you to boost your Microsoft Excel skills.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • MIS Reporting & Dash Board

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Invoice Creation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Loan Assumption Sheet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Salary Slip
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Payroll Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Inventory Statement
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Stock Controller MIS Reporting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Expenses Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Calling Reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Prospect Analysis Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Collections Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Channel Stock Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Customer-Wise Sales Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Member Performance Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Product Performance Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Data Analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • MIS Reporting For Store And Billing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • MIS Report For Manufacturing Company
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Costing Budgeting Mis Reporting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • MIS Report Preparation Supplier, Exporter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • HR Mis Reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Audit Report
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Accounting MIS Reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Type of Reporting In India
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Reporting Analyst
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Indian Print Media Reporting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Interactive Dashboards
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Dashboard Elements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Dashboard Background

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Ms Excel Advance

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Functions for Calculation Depreciation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Financial Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Statistical Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Logical Functions & Date and Time Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Database Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Lookup & Reference Function
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Text Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Generating MIS Report In Excel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Math & Trig Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Advance Functions of Excel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Pivot Table
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Slicer with Pivot Table & Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Pivot Chat
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Data Table
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Advance use of Data Tables in Excel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Reporting and Information Representation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Specified Range Protection in Worksheet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Excel Data Analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Scenario Manager
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Goal Seek
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Printing of Raw & Column Heading on Each Page
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Workbook Protection and Worksheet Protection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Filter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Advance Filter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Auto Filter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Consolidation With Several Worksheets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Grouping Features
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Row Wise
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Column Wise
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Subtotal, Multi-Level Subtotal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Sort by colours
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Lookup Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • VLookup
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • HLookup
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Lookup
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Sort by icons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Restoring data to original order after performing sorting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Advance Data Sorting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Multi-level sorting

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Understanding Concepts of Excel

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Real Life Assignment work
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Solver, Freeze Panes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Various Simple Functions in Excel(Sum, Average, Max, Min)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • What if Analysis (Data Table, Goal Seek, Scenario)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Auditing, (Trace Precedents, Trace Dependents)Print Area
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Validations, Consolidate, Subtotal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Different type of Chart Creations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Sort, Filter, Advance Filter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Range Name, Format Painter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Conditional Formatting, Wrap Text, Merge & Centre
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Creation of Excel Sheet Data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • The Power BI course assists the user to understand the way to install Power BI desktop also by understanding and developing the workshop and insights using the data. It offers tools and techniques that are used to visualize and analyze data. The course will help you to learn and grab insights on everything an organization need; to manage the data with Power BI.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Refreshing Datasets

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Replacing a Dataset and Troubleshooting Refreshing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Understanding Data Refresh
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Personal Gateway (Power BI Pro and 64-bit Windows)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Publishing and Sharing

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Export to PowerPoint and Sharing Options Summary
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Export Data from a Visualization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Workspaces (Power BI Pro) and Content Packs (Power BI Pro)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Print or Save as PDF and Row Level Security (Power BI Pro)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Publish from Power BI Desktop and Publish to Web
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Share Dashboard with Power BI Service
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Introduction and Sharing Options Overview

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Direct Connectivity

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Content packs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Update content packs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Excel with Power BI Connect Excel to Power BI, Power BI Publisher for Excel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Connecting directly to SQL Server
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Connectivity with CSV & Text Files
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Custom Data Gateways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Exploring live connections to data with Power BI

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Introduction to Power BI Dashboard and Data Insights

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Quick Insights in Power BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Why Dashboard and Dashboard vs Reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Creating Dashboards
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Conguring a Dashboard Dashboard Tiles, Pinning Tiles
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Power BI Q&A

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Power BI Desktop Visualisations

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Drill through and Custom Report Themes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Managing and Arranging
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Custom Visuals
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Map Visualizations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • KPI's, Cards & Gauges
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Tables, Matrices & Conditional Formatting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Hierarchies and Reference/Constant Lines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Drill Down/Up
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Visual, Page and Report Level Filters
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Grouping and Binning and Selection Pane, Bookmarks & Buttons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Data Binding and Power BI Report Server
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Cross Filtering and Highlighting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Tooltips and Slicers, Timeline Slicers & Sync Slicers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Setting Sort Order
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Scatter & Bubble Charts & Play Axis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Creating Visualisations and Colour Formatting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • What Are Custom Visuals
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • How to use Visual in Power BI

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Data Analysis Expressions (DAX)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • In-Memory Processing DAX Performance
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Quick Measures in DAX - Auto validations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Operators in DAX - Real-time Usage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • ROW Context and Filter Context in DAX
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Measures in DAX
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Measures and Calculated Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • DAX Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Text and Aggregate
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Mathematical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Statistical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Logical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Date and Time
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Time Intelligence
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Data Types in DAX
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Calculation Types
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Syntax, Functions, Context Options
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • What is DAX

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Modelling with Power BI

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Creating Calculated Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Creating Measures & Quick Measures
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Default Summarization & Sort by
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Optimize Data Models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Cardinality and Cross Filtering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Manage Data Relationship
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to Modelling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Modelling Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Power BI Data Transformation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Improving Performance and Loading Data into the Data Model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Creating the FACT Table
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Performing Basic Mathematical Operations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Creating Conditional Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Creating an Index Column
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Duplicating Columns and Extracting Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introducing the another DimensionTable
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Merging Queries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Finishing the Dimension Table
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Entering Data Manually
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Duplicating and Referencing Queries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Creating the Dimension Tables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Introducing the Star Schema
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Creating a New Group for our Queries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Formatting Data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Pivoting and Unpivoting Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Splitting Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Replacing Values
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Editing Columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Understanding Append Queries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Editing Rows
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Connecting Power BI Desktop to our Data Sources
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Query Editor
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Data Transformation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Power BI Desktop

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Workspaces in Power BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Extracting data from various sources
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Power BI Desktop

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Introduction to Power BI

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Sharing Dashboards and Reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Interacting with your Dashboards
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Dashboard in Minutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to Tools and Terminology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Get Power BI Tools
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Getting started with Power BI Desktop
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Building Blocks of Power BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Why Power BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is Power BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • SSBI Tools
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Introduction to SSBI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Why we need BI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Overview of BI concepts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Tableau is an end-to-end data analytics platform that allows you to prep, analyze, collaborate, and share your data insights. Tableau excels in self-service visual analysis, allowing people to ask new questions of governed big data and easily share those insights across the organization.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Exploring Tableau Online

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Security with Filters in Tableau Online
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Managing Permissions on Tableau Online
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Understand Scheduling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • AI-Powered features in Tableau Online (Ask Data and Explain Data)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Data Management through Tableau Catalog
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Interacting with Content on Tableau Online
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Publishing Workbooks to Tableau Online

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Get Industry Ready

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Data Visualization best practices
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Format Style
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Choosing the right type of Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Tableau Tips and Tricks

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Dashboards and Stories

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Story Points
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Designing Dashboards for devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Dashboard Layouts and Formatting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Interactive Dashboards with actions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Building a Dashboard
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Introduction to Dashboards
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • The Dashboard Interface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Dashboard Objects

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Advanced charts in Tableau

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Donut Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Bump Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Step and Jump Lines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Word Cloud
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Control Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Funnel Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Waterfall Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Pareto Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Bar in Bar Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Gantt Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Bullet Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Box and Whisker’s Plot

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Geographic Visualizations in Tableau

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Web Map Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Background Images
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Polygon Maps
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Spatial Files
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Custom Geocoding
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Types of Maps
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Manually assigning Geographical Locations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to Geographic Visualizations

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Level of Detail (LOD) Expressions in Tableau

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Profit Vs Target
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Finding the second order date
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Cohort Analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Count Customer by Order
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Profit per Business Day
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Comparative Sales

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Advanced Visual Analytics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Forecasting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Clustering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Trend lines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Reference lines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Tool tips
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Parameters

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Calculations in Tableau

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Using R within Tableau for Calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Level of Detail (LOD) Calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Operators and Syntax Conventions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Table Calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Types of Calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Built-in Functions (Number, String, Date, Logical and Aggregate)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Basic Visual Analytics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Sets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Grouping
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Highlighting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Sorting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Filtering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Data Granularity
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Hierarchies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Basic Charts Bar Chart, Line Chart, and Pie Chart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Visual Analytics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Data Connection with Tableau Desktop

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Tableau Desktop User Interface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Data Blending
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Joins and Unions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Types of Connections
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Connect to data from File and Database
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Features of Tableau Desktop

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Introduction to Data Preparation using Tableau Prep

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Preparation techniques using Tableau Prep Builder tool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • VizQL Fundamentals
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction to Tableau Prep
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Tableau Prep Builder User Interface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Tableau Architecture
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Tableau Server Architecture
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Business Intelligence tools
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Introduction to Tableau
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Visualization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Many data scientists use R while analyzing data because it has static graphics that produce good-quality data visualizations. Moreover, the programming language has a comprehensive library that provides interactive graphics and makes data visualization and representation easy to analyze.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • General Linear Regression Models in R :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Useful plots from regression models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Evaluating residuals
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Scoring new data from models (prediction)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Confounding / interaction in regression
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Regression plots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Understanding formulas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Linear and logistic regression models

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Inferential Statistics :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • T-test and non-parametric equivalents
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Chi-squared test
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Bivariate correlation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Advanced R graphics :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Exporting graphics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Controlling legends and axes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Understanding geoms (geometries)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Linking chart elements to variable values
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Building graphics by pieces (ggplot function)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Quick plots (qplot function)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Understanding the grammar of graphics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Graphics in R Overview :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Exporting graphics to different formats
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Labels, legends, titles, axes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Scatterplots, histograms, bar charts, box and whiskers, dot plots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Base graphics system in R

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Control flow & functions :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Programming with map and purr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Sapply, lapply, apply
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Exception handling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Applying functions across dimensions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Return values
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Variable scope
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Looping
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Parameters
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Truth testing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Branching

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Working with text data :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Categorical data wrangling with forcats
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction to regular expressions in R
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Stringer package for text manipulation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Finding and matching patterns in text

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Exploratory Data Analysis (Descriptive Statistics) :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Reshaping and pivoting data in R (long to wide with aggregation)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Melt and cast
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Split-apply-combine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Bar plots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Group by calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Tables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Categorical data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Bi-modal distributions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Histograms, box-plots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Quantiles, mean
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Distributions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Continuous data

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Handling dates in R :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Formatting dates for modeling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Date and date-time classes in R

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Data frame manipulation :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Merging datasets together
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Stacking datasets together (concatenation)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Handling missing data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Transforming variables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Combining categorical values
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Binning data (continuous to categorical)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Adding new columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Renaming columns
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction to tables, enhanced data frames

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Getting data into the R environment :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Reading data using ODBC
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Reading data from structured text files
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Built-in data

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Variable types and data structures in base R :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Naming conventions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Objects
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Viewing data and summaries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Indexing, sub-setting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Assigning new values
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Data types
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Numeric, character, Boolean, and factors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Data structures
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Vectors, matrices, arrays, data frames, lists
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Variables and assignment

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Overview :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • History of R
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Advantages and disadvantages
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Downloading and installing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • How to find documentation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      R Programming Basics :

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Saving your work
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Installing and loading packages
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Working directory
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Introduction to data frames
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Object oriented programming
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction to vectorised calculations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Using the R console and R Studio
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Getting help
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Learning about the environment
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Writing and executing scripts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS allows you to easily move data between the data lake and purpose-built data services. For example, AWS Glue is a serverless data integration service that makes it easy to prepare data for analytics, machine learning, and application development.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Multiple AWS Services and Managing the Resources' Lifecycle

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • In this module, you will get an overview of multiple AWS services. We will talk about how do you manage life cycle of AWS resources and follow the DevOps model in AWS. We will also talk about notification and email service of AWS along with Content Distribution Service in this module.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Cloud Trail,

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Amazon Relational Database Service (RDS)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • In this module, you will learn how to manage relational database service of AWS called RDS.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • RDS Failover
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • RDS Subnet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • RDS Migration
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Dynamo DB (No SQL DB)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Redshift Cluster
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • SQL workbench
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • JDBC / ODBC
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Amazon RDS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Type of RDS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Identity and Access Management Techniques (IAM)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Role
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Group
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • User
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Amazon IAM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • manage passwords,
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • log in with IAM-created users.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • add users to groups,
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • In this module, you will learn how to achieve distribution of access control with AWS using IAM.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    AWS VPC

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn introduction to Amazon Virtual Private Cloud. We will cover how you can make public and private subnet with AWS VPC. A demo on creating VPC. We will also cover overview of AWS Route 53.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Cross region Peering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Gateways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Route Tables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Subnet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Amazon VPC with subnets

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Scaling and Load Distribution in AWS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn about 'Scaling' and 'Load distribution techniques' in AWS. This module also includes a demo of Load distribution & Scaling your resources horizontally based on time or activity.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Auto scaling policy with real scenario based
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Type of Load Balancer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Hands on with scenario based
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Amazon Auto Scaling

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Cloud Watch & SNS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn how to monitoring AWS resources and setting up alerts and notifications for AWS resources and AWS usage billing with AWS CloudWatch and SNS.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Cloud Watch with Agent
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Amazon Cloud Watch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • SNS - Simple Notification Services

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Amazon Storage Services S3 (Simple Storage Services)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn how AWS provides various kinds of scalable storage services. In this module, we will cover different storage services like S3, Glacier, Versioning, and learn how to host a static website on AWS.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Hands-on all above
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS CloudFront
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Real scenario Practical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Classes of Storage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS-CLI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Life cycle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Cross region Replication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Static website
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Permission
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Versioning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Amazon EC2 and Amazon EBS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn about the introduction to compute offering from AWS called EC2. We will cover different instance types and Amazon AMIs. A demo on launching an AWS EC2 instance, connect with an instance and host ing a website on AWS EC2 instance. We will also cover EBS storage Architecture (AWS persistent storage) and the concepts of AMI and snapshots.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Hands on both Linux and Windows
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Exercise
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Demo of AMI Creation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • EC2 Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Installation of Web server and manage like (Apache/ Nginx)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Amazon EC2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • EC2 Pricing

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Introduction to Cloud Computing

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will learn what Cloud Computing is and what are the different models of Cloud Computing along with the key differentiators of different models. We will also introduce you to virtual world of AWS along with AWS key vocabulary, services and concepts.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • A Short history
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Client Server Computing Concepts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Challenges with Distributed Computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Introduction to Cloud Computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Why Cloud Computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Benefits of Cloud Computing

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    AWS Architecture and Design

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • In this module, you will cover various architecture and design aspects of AWS. We will also cover the cost planning and optimization techniques along with AWS security best practices, High Availability (HA) and Disaster Recovery (DR) in AWS.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS High Availability Design
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS Best Practices (Cost +Security)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS Calculator & Consolidated Billing

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Migrating to Cloud & AWS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Router S3 DNS

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Public DNS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Private DNS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Routing policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Records
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Register DNS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Work with third party DNS as well

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Cloud Formation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Stack
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Templet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Json / Ymal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Installation of Linux
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Configuration
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Manage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Installation of app on Linux (apache / Nginx etc)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • AWS cli configuration on Linux
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Complete hands-on on Linux.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Scenario based lab and practical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Each topic and services will be cover with lab and theory.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Elastic Beanstalk

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    EFS / NFS (hands-on practice)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Hands-on practice on various Topics

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Linux

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Data Scientists know how to train Predictive Models. So, by enabling them to work together, Microsoft Azure Data Science ensures high-quality models at scale in production. With MLOps incorporated as a part of the Microsoft Azure Data Science platform, Data Scientists can create a discrete pipeline for each model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Describe Cloud Concepts

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Identify the benefits and considerations of using cloud services Cloud Computing Basics.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Identify the benefits of cloud computing, such as High Availability,Scalability, Elasticity,
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Agility, and Disaster Recovery
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Identify the differences between Capital Expenditure (Cap Ex) and Operational.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Expenditure (Op Ex)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe the consumption-based model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Describe the differences between categories of cloud services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe the shared responsibility model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Infrastructure-as-a-Service (IaaS),
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Platform-as-a-Service (PaaS)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe server less computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Software-as-a-Service (SaaS)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Identify a service type based on a use case
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Describe the differences between types of cloud computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Define cloud computing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Public cloud
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Private cloud
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Describe Hybrid cloud
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Compare and contrast the three types of cloud computing Describe Core Azure Services

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Manage Azure identities and governance (15-20%)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Manage Azure AD objects
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create users and groups
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage user and group properties
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage device settings
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • perform bulk user updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage guest accounts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure AD Join
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure self-service password reset
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • NOTE Azure AD Connect; PIM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Manage role-based access control (RBAC)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create a custom role
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • provide access to Azure resources by assigning roles
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • subscriptions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • resource groups
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • resources (VM, disk, etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • interpret access assignments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage multiple directories
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Manage subscriptions and governance
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure policies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure resource locks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • apply tags
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and manage resource groups
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • move resources
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • remove RGs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage subscriptions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Cost Management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure management groups

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Implement and Manage Storage (10-15%)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Manage storage accounts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure network access to storage accounts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and configure storage accounts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • generate shared access signature
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage access keys
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • implement Azure storage replication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure AD Authentication for a storage account
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Manage data in Azure Storage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • export from Azure job
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • import into Azure job
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • install and use Azure Storage Explorer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • copy data by using AZ Copy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Configure Azure files and Azure blob storage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create an Azure file share
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and configure Azure File Sync service
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure blob storage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure storage tiers for Azure blobs

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deploy and Manage Azure Compute Resources (25-30%)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Configure VMs for high availability and scalability
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure high availability
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • deploy and configure scale sets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Create and configure VMs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure Disk Encryption
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • move VMs from one resource group to another
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • manage VM sizes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • add data discs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure networking
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • redeploy VMs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Create and configure Web Apps
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and configure App Service
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and configure App Service Plans

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Configure and Manage Virtual Networking (30-35%)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Implement and manage virtual networking
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create and configure VNET peering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure private and public IP addresses, network routes, network interface,
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • subnets, and virtual network
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Configure name resolution
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Azure DNS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure custom DNS settings
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure a private or public DNS zone
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Secure access to virtual networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create security rules
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • associate an NSG to a subnet or network interface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • evaluate effective security rules
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • deploy and configure Azure Firewall
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • deploy and configure Azure Bastion Service
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • NOT Implement Application Security Groups; DDoS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Configure load balancing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure Application Gateway
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure an internal load balancer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure load balancing rules
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure a public load balancer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • troubleshoot load balancing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • NOT Traffic Manager and Front Door and Private Link

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Monitor and Back up Azure Resources (10-15%)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Implement backup and recovery
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • configure and review backup reports
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • perform backup and restore operations by using Azure Backup Service
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • create a Recovery Services Vault
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • use soft deletes to recover Azure VMs
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • The training offers complete career transitioning projects based on the current needs of the organization. These projects are guided by experts and help you to add more value to your profile. You will learn to initiate data analytics projects based on a high-level perspective helping you to understand and articulate the innovative solutions.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Here is the project list you will going to work on

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Managing credit card Risks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Bank Loan default classification
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • YouTube Viewers prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Super store Analytics (E-commerce)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Buying and selling cars prediction (like OLX process)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Advanced House price prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Analytics on HR decisions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Survival of the fittest
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Twitter Analysis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Flight price prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    + More Lessons

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Data Analytics is a process of examining datasets to know about the information they contain. There are a lot of works and jobs under Data Analytics. The first thing you need to do is to always keep your profile updated on LinkedIn because they are directly associated with Data Analytics. So, if you get an Data Analytics certificate you can work as Data Analyst.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Data Analytics is nowadays becoming a very important certification that can lead you to get a good job. To get any Data Analyst job you need to get a certification in Data Analytics. There is a list of things after which you can get a certificate that contains in-depth training, many simultaneously exams, live demos, and other industrial projects that can make you a perfect Data Analyst. After all this training, you can get an Data Analytics certification.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Croma Campus India program sizes a powerful training tool that can be applied in classrooms as well as in manufacturing. We offer a wide range of agendas for Live Project Data Analytics Training in India under the leadership of the best industrial experts. We are always awarded for the past 10 years as the Best Data Analytics Online Training in India.

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