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  • To begin with, Data Science refers to the practice of studying the data to extract meaningful insights for business. Furthermore, it consists of domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. The Data Science Online Course in Qatar will help you understand the Data Science process. Moreover, it will help you understand Cloud concepts & applications in Data Science. You will get to know about Database concepts and statistics fundamentals as needed in Data Science. Above all, you will get to learn visualizations for data mining and presentation, and will provide you with an overview of Statistical Learning. Let's move further and have a look at the course objectives.

Data Science Online Training in Qatar

About-Us-Course

  • This Data Science Online Course in Qatar provides you with the entire toolbox you need to become a data scientist. It helps you add weight to your resume and teaches you various in-demand data science skills like Statistical analysis, and Python programming. Enrolling in this Data Science Online Course in Qatar helps you impress interviewers by showing an understanding of the data science field. Furthermore, you will learn how to pre-process data and understand the mathematics behind Machine Learning. Data Science Online Training in Qatar will teach you coding in Python and help you learn how to use it for statistical analysis. Moreover, you will be able to perform linear and logistic regressions in Python. Above all, this course will help you carry out cluster and factor analysis. Apart from these, given below are some of the concepts you will learn after doing Data Science Online Training in Qatar.
    • Successfully performing all steps in a complex Data Science project.

      Apply the Cumulative Accuracy Profile (CAP) to assess models.

      It will help you derive business insights from the coefficients of logistic regression.

      Apply three levels of model maintenance to prevent model deterioration.

      Use SQL Server Integration Services (SSIS) to upload data into a database.

      It will teach you how to deal with text Qualifier errors in RAW data.

      You will be able to present Data Science projects to stakeholders.

  • The average starting salary for Data Scientist in India is around 4.0 Lakhs per annum or 33.3k per month. Having more than 1 year of experience as a Data Scientist can provide you with an average of Rs. 5,71,493 annually. Meanwhile, Data Scientists with 1 to 4 years of experience earn an average of Rs. 8,00,750 per annum. Furthermore, skilled and experienced professionals can earn high as 25.0 Lakhs per year. However, these are just average figures and your salary depends on your skillsets and how well you perform in your interview. Here are some of the average salaries of professionals with data science skills in India.
    • Data Scientists earn an average of 10.0 Lakhs INR.

      Data architects earn an average of 23.5 Lakhs INR.

      Machine Learning engineers earn an average of 7.0 Lakhs INR.

      Business Intelligence Developers earn an average of 6.0 Lakhs INR.

      Database Engineers earn an average of 6.0 Lakhs INR.

      Data Analysts earn an average of 4.3 Lakhs INR.

      Data engineers earn an average of 8.0 Lakhs INR.

  • Data Science continues to be one of the most promising and in-demand careers in the IT domain. It offers rewarding and lucrative job opportunities as it is a highly in-demand job role in the market because of the increased use of data in every sector. It is a good career with tremendous opportunities for advancement in the future. It is already in high demand and it offers competitive salaries with numerous perks. Many institutes provide Data Science Online Courses in Qatar and one can enroll in them to start a career in this domain. Here are some of the job opportunities you can explore after learning Data Science.
    • Data Analyst

      Data Engineers

      Database Administrator

      Machine Learning Engineer

      Data Scientist

      Data Architect

      Statistician

      Business Analyst

      Data and Analytics Manager

  • Data Scientists are responsible for extracting data from multiple sources. After that, these professionals use machine learning tools to organize, process, clean, validate, and analyze the data for information and patterns. Furthermore, they need to develop prediction systems, present the data in a clear manner, and propose solutions and strategies. Many institutes provide Data Science Online Training in Qatar and one can enroll in them to start a career as a Data Scientist.
    • Identifying valuable data sources and automating collection processes

      Undertaking preprocessing of structured and unstructured data

      Analyzing large amounts of information to discover trends and patterns

      Building predictive models and machine-learning algorithms

      Combining models through ensemble modeling

      Presenting information using data visualization techniques

      Proposing solutions and strategies to business challenges

      Collaborating with engineering and product development teams

  • Data Science is the Career of Tomorrow as industries are becoming data-driven and new innovations are being made every day. In addition, this technology has become dynamic and with more and more people interacting with the internet, more data is being generated. Therefore, industries require skilled professionals in data science that can assist them in making smarter decisions and creating better products. Thus, generating many promising career opportunities in it. Data Science Online Training in Qatar teaches you all aspects of this technology and makes you capable enough of starting a career in data science. Apart from these, given below are some of the reasons why you should enroll in the Data Science Online Course in Qatar.
    • It is a necessary and demanding skill in the 21st century.

      Offers you an abundance of career opportunities in many sectors.

      It is a lucrative career where there is an abundance of positions.

      This is a versatile domain and there are a variety of applications of data science.

      Makes you eligible for positions across various domains and industries.

  • Data Science facilitates efficient and data-driven decision-making as it relies on mathematical and statistical formulas to extract data and make sense of it. It helps a company in making business decisions and helps leaders during complex business scenarios. Data science helps in identifying business opportunities and allows a company to forecast future market conditions. This technology helps a business in making fundamental changes and preparing for adversities. Data Science is useful in automating recruitment and different processes and makes it imperative for organizations to recruit data scientists, rendering the benefits of employing them. Above all, it reduces risks by allowing a business to make data-driven business decisions. Due to these benefits, many companies use it and look towards hiring skilled professionals in it. Here are some of the leading companies that hire professionals with Data Science Online Certification in Qatar.
    • Deloitte

      PwC

      Numerator

      Amazon and AWS

      Splunk

      EY

      JPMorgan Chase & Co.

      Microsoft

      Walmart

      Databricks

  • After completing this course, you will be given a Data Science Online Certification in Qatar. This certification is highly beneficial for you as it acts as proof of your skills and expertise. This Data Science Online Certification in Qatar validates that you are skilled enough to identify business opportunities and forecast future market conditions. It shows a degree of interest and helps you in impressing employers. Having Data Science Online Certification in Qatar enables you to show your potential employer that you are completely serious about your career and job profile. Companies recognize that it is reasonably difficult to secure and earn a Data Science Online Certification in Qatar and thus earning one immediately sets a candidate apart from the crowd. This certification increases your chances of getting the highest-paid job roles in the company.

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Track Week Days Weekends Fast Track
Course Duration 40-45 Days 7 Weekends 8 Days
Hours 1 Hrs. Per Day 2 Hrs. Per Day 6+ Hrs. Per Day
Training Mode Classroom/Online Classroom/Online Classroom/Online
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Data Science Certification Training

  • Data Science 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 Science with Machine Learning, and Deep Learning (including Data Analytics & Cloud Implementation) which includes a 6 months online project internship.
    • In this program you will learn:

      • Python for Data Science
        • Data Analysis and Visualization
          • Databases – MS SQL and SQL Queries
            • Statistics for Data Science
              • Mastering Machine Learning
                • Understanding Deep Learning
                  • Microsoft Power BI
                    • Mastering Tableau
                      • Cloud: AWS(Amazon Web Services)
                        • Cloud: Microsoft Azure Fundamentals
                          • Data Science - Live Projects
                        Get full course syllabus in your inbox

                        • Data Science 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.
                          • Introduction To Python

                            • Installation and Working with Python
                              • Understanding Python variables
                                • Python basic Operators
                                  • Understanding the Python blocks.

                                    Python Keyword and Identiers

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

                                        Introduction To Variables

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

                                                    Python Data Type

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

                                                                      Control Structure & Flow

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

                                                                                                      Python Function, Modules and Packages

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

                                                                                                                                            Python Date Time and Calendar

                                                                                                                                            • 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
                                                                                                                                                                      • Format Code list of Data, Time and Cal
                                                                                                                                                                        • Locale’s appropriate date and time

                                                                                                                                                                          List

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

                                                                                                                                                                                                            Tuple

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

                                                                                                                                                                                                                              Dictionary

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

                                                                                                                                                                                                                                                          Sets

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

                                                                                                                                                                                                                                                                      Strings

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

                                                                                                                                                                                                                                                                                Python Exception Handling

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

                                                                                                                                                                                                                                                                                            Python File Handling

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

                                                                                                                                                                                                                                                                                                                Python Database Interaction

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

                                                                                                                                                                                                                                                                                                                        Contacting user Through Emails Using Python

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

                                                                                                                                                                                                                                                                                                                              Reading an excel

                                                                                                                                                                                                                                                                                                                              • 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
                                                                                                                                                                                                                                                                                                                                          • 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

                                                                                                                                                                                                                                                                                                                                                    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
                                                                                                                                                                                                                                                                                                                                                            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.
                                                                                                                                                                                                                                                                                                                                                              • Data Analysis and Visualization using Pandas.

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

                                                                                                                                                                                                                                                                                                                                                                Data Analysis and Visualization using NumPy and MatPlotLib

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

                                                                                                                                                                                                                                                                                                                                                                Introduction to Data Visualization with Seaborn

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

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

                                                                                                                                                                                                                                                                                                                                                                            SQL Server 2019 Database Design

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

                                                                                                                                                                                                                                                                                                                                                                                        SQL Tables in MS SQL Server

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

                                                                                                                                                                                                                                                                                                                                                                                                                          Data Validation and Constraints

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

                                                                                                                                                                                                                                                                                                                                                                                                                                        Views and Row Data Security

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                      Indexes and Query tuning

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Stored Procedures and Benets

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    System functions and Usage

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Triggers, cursors, memory limitations

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • ACID Properties and Scope
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • EXPLICIT Transaction types
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • IMPLICIT Transactions and options
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • AUTOCOMMIT Transaction and usage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • SAVEPOINT and Query Blocking
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Introduction to Data Science

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Accessing/Importing and Exporting Data

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Data Manipulation Cleansing - Munging Using Python Modules

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Feature Engineering in Data Science

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                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.)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Introduction to Statistics

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          EDA (Exploratory Data Analysis)

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Data Pre-Processing & Data Mining

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Data Preparation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Feature Engineering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Feature Scaling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Datasets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Dimensionality Reduction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Anomaly Detection
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Parameter Estimation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Data and Knowledge
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Selected Applications in Data Mining
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Machine learning courses help to understand the complete concepts behind the processing of Artificial intelligence and Computer science. With the Machine learning course, you will cover topics based on supervised and unsupervised learning along with the development of software and algorithms to extract predictions based on data.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction to Machine Learning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Machine Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Machine Learning Algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Algorithmic models of Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Applications of Machine Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Large Scale Machine Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Computational Learning theory

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Techniques of Machine Learning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Supervised Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Unsupervised Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Semi-supervised and Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Bias and variance Trade-off
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Representation Learning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Regression

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Regression and its Types
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Logistic Regression
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Linear Regression
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Polynomial Regression

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Classication

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Meaning and Types of Classication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Probability and Bayes Theorem
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Support Vector Machines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Naive Bayes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Decision Tree Classier
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Random Forest Classier
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Deep learning is the most effective skill in AI. The course is intended to provide a complete foundation over the deep learning algorithms that help you to understand the process to build neural networks. The course of deep learning will help you to successfully handle the Machine learning projects needed by the organization today.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Introduction to Deep Learning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • What are the Limitations of Machine Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is Deep Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Advantage of Deep Learning over Machine learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Reasons to go for Deep Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Real-Life use cases of Deep Learning

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Deep Learning Networks

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • What is Deep Learning Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Why Deep Learning Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • How Deep Learning Works
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Feature Extraction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Working of Deep Network
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Training using Backpropagation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Variants of Gradient Descent
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Introduction to Power BI

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Power BI Desktop

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Power BI Data Transformation

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Modelling with Power BI

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Data Analysis Expressions (DAX)

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Power BI Desktop Visualisations

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Introduction to Power BI Dashboard and Data Insights

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Direct Connectivity

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Publishing and Sharing

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Refreshing Datasets

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Understanding Data Refresh
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Personal Gateway (Power BI Pro and 64-bit Windows)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Replacing a Dataset and Troubleshooting Refreshing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Introduction to Data Preparation using Tableau Prep

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Visualization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Business Intelligence tools
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction to Tableau
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Tableau Architecture
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Tableau Server Architecture
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • VizQL Fundamentals
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to Tableau Prep
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Tableau Prep Builder User Interface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Data Preparation techniques using Tableau Prep Builder tool

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Data Connection with Tableau Desktop

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Basic Visual Analytics

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Calculations in Tableau

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Advanced Visual Analytics

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Level of Detail (LOD) Expressions in Tableau

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Geographic Visualizations in Tableau

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Advanced charts in Tableau

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Dashboards and Stories

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Get Industry Ready

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Exploring Tableau Online

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Amazon EC2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • EC2 Pricing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • EC2 Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Installation of Web server and manage like (Apache/ Nginx)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Demo of AMI Creation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Exercise
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Hands on both Linux and Windows

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Versioning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Static website
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Permission
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Cross region Replication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • AWS-CLI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Life cycle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Classes of Storage
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • AWS CloudFront
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Real scenario Practical
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Hands-on all above

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Amazon Cloud Watch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • SNS - Simple Notification Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Cloud Watch with Agent

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Amazon Auto Scaling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Auto scaling policy with real scenario based
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Type of Load Balancer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Hands on with scenario based

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              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.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Amazon VPC with subnets
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Gateways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Route Tables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Subnet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Cross region Peering

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Identity and Access Management Techniques (IAM)

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Amazon Relational Database Service (RDS)

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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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,

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • 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 science projects based on a high-level perspective helping you to understand and articulate the innovative solutions for topical real-time data science projects.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • 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

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Need Customized curriculum?

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Mock Interviews

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Prepare & Practice for real-life job interviews by joining the Mock Interviews drive at Croma Campus and learn to perform with confidence with our expert team.Not sure of Interview environments? Don’t worry, our team will familiarize you and help you in giving your best shot even under heavy pressures.Our Mock Interviews are conducted by trailblazing industry-experts having years of experience and they will surely help you to improve your chances of getting hired in real.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        How Croma Campus Mock Interview Works?

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Projects

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Validate your skills and knowledge by working on industry-based projects that includes significant real-time use cases.Gain hands-on expertize in Top IT skills and become industry-ready after completing our project works and assessments.Our projects are perfectly aligned with the modules given in the curriculum and they are picked up based on latest industry standards. Add some meaningful project works in your resume, get noticed by top industries and start earning huge salary lumps right away.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Request more informations

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Phone (For Voice Call):

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        +91-971 152 6942

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        WhatsApp (For Call & Chat):

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        self assessment

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        laptop

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        FAQ's

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Yes, Data Science is one of the fastest-growing careers and it is certainly not going to slow down. It allows you to program a machine based on multiple parameters to find the best possible business solution to a problem.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        That depends on many factors, but there are plenty of certifications out there you could select that require anything from a couple of days to a couple of months of your time.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Yes, it is really worth getting a data science certification if you want to work as a Data Scientist. This certification is the best option on the table for impressing future employers and showcasing your expertise.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Data Scientist's daily work includes defining business problems or opportunities, manipulating data to solve problems, data modeling and testing to provide business solutions, and coding.

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Career Assistancecareer assistance
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • - Build an Impressive Resume
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • - Get Tips from Trainer to Clear Interviews
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • - Attend Mock-Up Interviews with Experts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • - Get Interviews & Get Hired
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Are you satisfied with our Training Curriculum?

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        If yes, Register today and get impeccable Learning Solutions!

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