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  • Looking to secure your future in today’s cutthroat landscape If so, your search ends here! Cloud computing is a popular web space being used by organizations to store, manage, or process data.
  • With our cloud computing training, you will learn about all the cloud computing concepts, how to manage data, or multiple deployments across private, public, or hybrid cloud. let us have a quick look how we can help you.
    • Choose from different cloud service providers like Azure, AWS, Google, etc.

      Understand cloud computing concepts and how to manage data.

      Learn about practical concepts in the cloud and practice them as per the trends.

      Stay relevant in the IT industry with the latest updates and certifications.

      Learn the depth implementation of cloud computing and its various features.

Cloud Computing Certification Training

About-Us-Course

  • When you choose a leading Cloud Computing Training Institute, you can prepare yourself for various cloud certifications and get hired by leading industries across the world right away. And if you are looking to start your career, you need to understand the objectives of our course:
    • Our training will make you a certified professional who will be recognized worldwide.

      We help you to become a part of the growing community in the cloud computing space.

      You will get an opportunity to understand cloud computing fundamentals.

  • With our course, you can easily get salary packages and work with leading industries. The course witnesses amazing career growth with a pre-defined career path.

  • In today’s tech-dominating world, cloud computing is one of the most popular trends worldwide. Let’s discuss the salary structure for cloud computing professionals in different countries after the completion of cloud computing certification courses.
    • If you are working in the USA, you may earn around $105K to $140K.

      In the UK, you may earn between Pounds 46,000 to 72,000.

      For Australia, it is calculated between AUD 93,000 to 134,000.

      In India, it is between 5 lacs to 13 lacs.

  • Also, you will get a chance to work with different brands that are leading worldwide and offer best packages across the world.

  • Cloud computing is all about the deployment of various operations across cloud platforms that may include cloud management tactics, IT infrastructure, business processes, etc. With our course, your career will grow to an unprecedented scale.
    • Understand important concepts like virtualization concepts, cloud techniques, etc.

      Learn cloud hosting services, their architecture, and more.

      Get certified by leveraging cloud concepts within an organization.

  • Master significant cloud concepts and learn to implement various cloud services. also, Prepare yourself for the global certification exam.

  • Cloud computing is currently being used by organizations of all sizes with an aim to store data and keep it secure from fraud activities. And that’s the reason, there’s a massive demand for professionals who can manage the company’s data.
    • Today, more than 40 percent of total industries have already adopted cloud platforms

      You can manage all the job roles and responsibilities in cloud space with grace.

      A fresher in Cloud Computing can get a salary of INR 5, 00,000 per annum.

  • Since cloud computing is a new trend and it is growing rapidly in the IT space. There are endless job options and career opportunities skilled and competent.

  • On the completion of the cloud computing certification course, let us see some of the common job roles and responsibilities to consider in cloud space. With the most prominent cloud computing training institute, you will find yourself more competent to obey all these roles and responsibilities with grace. Let us see what you are expected to do at the workplace.
    • To design, deploy, highly available, or fault-tolerant cloud systems.

      To select perfect cloud services to design and deploy apps.

      To shift an existing business app to the cloud environment space.

      To design scalable business apps as per enterprise standards.

      To debug cloud apps and extensive experience.

  • Today, most of the industries have shifted to cloud services and most of the rest will adapt very soon. The course provides a huge scope for certified professionals to apply for various job options in different cloud roles on the completion of the course.
    • Some of the top hiring industries in cloud computing are Amazon, IBM, Google, Oracle, etc.

      With comprehensive cloud training, you will know how to implement cloud techniques well.

      Job roles include Cloud Administrator, Cloud Architect, Azure Cloud Systems Developer, etc.

  • When you gain the right skills and certification, it can be a game-changing career path for you. With the right certification, you are likely to be hired by top industries at a higher package.

  • The way cloud computing has emerged in today’s tech-driven is really amazing and it witnesses a mushrooming demand for certified cloud professionals worldwide. So, there is no doubt that there will be a huge demand for professionals who will grow exponentially for many years to come.
    • Gain enough proficiency to become at the top of the cloud world.

      Access to a multitude of job positions

      In-depth Knowledge of the domain/field

      Well-paid salary packages

      Updated Knowledge base

Why Should You Learn Cloud Computing?

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Cloud Computing Certification Training

  • Looking to secure your future in today’s cutthroat landscape If so, your search ends here! Cloud computing is a popular web space being used by organizations to store, manage, or process data. With our cloud computing training, you will learn about all the cloud computing concepts, how to manage data, or multiple deployments across private, public, or hybrid cloud. let us have a quick look how we can help you.
  • In this program you will learn:
    • Basics of Cloud Computing

      AWS

      Describe Cloud Concepts

      DevOps

      Python Training Curriculum

      Google Cloud

      Power BI

      Linux

Get full course syllabus in your inbox

  • Basics of Cloud Computing
    • A Short history

      Client Server Computing Concepts

      Challenges with Distributed Computing

      Introduction to Cloud Computing

      Why Cloud Computing

      Benefits of Cloud Computing

Get full course syllabus in your inbox

  • 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)

      Amazon EBS

      Demo of AMI Creation

      Backup, Restore

      Exercise

      Mock

      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

      Mount Point with S3

      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

      SQS

      Cloud Watch with Agent

      Cloud Watch with System Manager

  • 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

      Path Based load balancer

      Hands on with scenario based

      Routing policy on Load balancer

  • 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

      Endpoint Creation with VPC

      00 | www.cromacampus.com

  • 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,

      SQS

  • 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 Backup and DR Setup

      AWS High Availability Design

      AWS Best Practices (Cost +Security)

      AWS Calculator & Consolidated Billing

  • Migrating to Cloud & AWS
  • In this module, you will learn how to migrate to cloud.
    • Migration to Cloud

      Migration to AWS

      Step by step process

  • 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

  • Elastic Beanstalk
    • Elastic Beanstalk

  • EFS / NFS (hands-on practice)
    • EFS / NFS (hands-on practice)

  • Hands-on practice on various Topics
    • Hands-on practice on various Topics

      • ECS, EKS (Kubernetes), Docker
        • Comprehensive hands-on with Dockers & Kubernetes Components
          • Docker & Kubernetes Architecture & Components and installation
            • Get introduced to deploy stateful and stateless apps on the cluster
              • Learn how to expose the app outside the cluster and to auto scale apps

                Expertise learning with use cases of Containers and Docker

            • Linux
              • Installation of Linux

                Configuration

                Manage

                Installation of app on Linux (apache / Nginx etc)

                AWS cli configuration on Linux

                Complete hands-on on Linux.

            • Python
              • Python

            • Boto
              • Boto

            • DMS
              • DMS

            • System Manager
              • System Manager

            • Mock
              • Mock

            • Interview preparation
              • Interview preparation

            • Scenario based lab and practical
              • Scenario based lab and practical

            • Each topic and services will be cover with lab and theory.
              • Each topic and services will be cover with lab and theory.

            • Security: KMS / SSM/ WAF
              • Security: KMS / SSM/ WAF

            • Storage: EFS, NFS, FSX, Storage Gateway
              • Storage: EFS, NFS, FSX, Storage Gateway

            • These topics will be covered with this AWS course with real scenario based.
              • These topics will be covered with this AWS course with real scenario based.

            • AZ 900 Microsoft Azure Fundamentals
              • AZ 900 Microsoft Azure Fundamentals

            Get full course syllabus in your inbox

            • 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
            • Describe the core Azure architectural components
              • Describe the benefits and usage of Regions and Region Pairs

                Describe the benefits and usage of Availability Zones

                Describe the benefits and usage of Resource Groups

                Describe the benefits and usage of Subscriptions

                Describe the benefits and usage of Management Groups

                Describe the benefits and usage of Azure Resource Manager

                Explain Azure resources

            • Describe core resources available in Azure
              • Describe the benefits and usage of Virtual Machines, Azure App Services, Azure

                Container Instances (ACI), Azure Kubernetes Service (AKS), and Azure Virtual Desktop

                Describe the benefits and usage of Virtual Networks, VPN Gateway, Virtual Network peering, and ExpressRoute

                Describe the benefits and usage of Container (Blob) Storage, Disk Storage, File Storage, and storage tiers

                Describe the benefits and usage of Cosmos DB, Azure SQL Database, Azure Database for MySQL, Azure Database for PostgreSQL, and SQL Managed Instance

                Describe the benefits and usage of Azure Marketplace

            • Describe core solutions and management tools on Azure
            • Describe core solutions available in Azure
              • Describe the benefits and usage of Internet of Things (IoT) Hub, IoT Central, and Azure Sphere

                Describe the benefits and usage of Azure Synapse Analytics, HDInsight, and Azure Data bricks

                Describe the benefits and usage of Azure Machine Learning, Cognitive Services and Azure Bot Service

                Describe the benefits and usage of server less computing solutions that include Azure Functions and Logic Apps

                Describe the benefits and usage of Azure DevOps, GitHub, GitHub Actions, and Azure Dev Test Labs

            • Describe Azure management tools
              • Describe the functionality and usage of the Azure Portal, Azure PowerShell, Azure CLI, Cloud Shell, and Azure Mobile App

                Describe the functionality and usage of Azure Advisor

                Describe the functionality and usage of Azure Resource Manager (ARM) templates

                Describe the functionality and usage of Azure Monitor

                Describe the functionality and usage of Azure Service Health

            • Describe general security and network security features
            • Describe Azure security features
              • Describe basic features of Azure Security Center, including policy compliance, security alerts, secure score, and resource hygiene

                Describe the functionality and usage of Key Vault

                Describe the functionality and usage of Azure Sentinel

                Describe the functionality and usage of Azure Dedicated Hosts

            • Describe Azure network security
              • Describe the concept of defence in depth

                Describe the functionality and usage of Network Security Groups (NSG)

                Describe the functionality and usage of Azure Firewall

                Describe the functionality and usage of Azure DDoS protection

            • Describe identity, governance, privacy, and compliance features
            • Describe core Azure identity services
              • Explain the difference between authentication and authorization

                Define Azure Active Directory

                Describe the functionality and usage of Azure Active Directory

                Describe the functionality and usage of Conditional Access, Multi-Factor Authentication

                (MFA), and Single Sign-On (SSO)

            • Describe Azure governance features
              • Describe the functionality and usage of Role-Based Access Control (RBAC)

                Describe the functionality and usage of resource locks

                Describe the functionality and usage of tags

                Describe the functionality and usage of Azure Policy

                Describe the functionality and usage of Azure Blueprints

                Describe the Cloud Adoption Framework for Azure

            • Describe privacy and compliance resources
              • Describe the Microsoft core tenets of Security, Privacy, and Compliance

                Describe the purpose of the Microsoft Privacy Statement, Online Services Terms (OST) and Data Protection Amendment (DPA)

                Describe the purpose of the Trust Centre

                Describe the purpose of the Azure compliance documentation

                Describe the purpose of Azure Sovereign Regions (Azure Government cloud services and Azure China cloud services)

            • Describe Azure cost management and Service Level Agreements
              • Describe methods for planning and managing costs

                Identify factors that can affect costs (resource types, services, locations, ingress and egress traffic)

                Identify factors that can reduce costs (reserved instances, reserved capacity, hybrid use benefit, spot pricing)

                Describe the functionality and usage of the Pricing calculator and the Total Cost of Ownership (TCO) calculator

                Describe the functionality and usage of Azure Cost Management

            • Describe Azure Service Level Agreements (SLAs) and service lifecycles
              • Describe the purpose of an Azure Service Level Agreement (SLA)

                Identify actions that can impact an SLA (i.e. Availability Zones)

                Describe the service lifecycle in Azure (Public Preview and General Availability

            Get full course syllabus in your inbox

            • Ansible
              • Configuration Management with Ansible:

                In In this module, you will learn to Install Ansible and Configure Ansible Roles. You will also learn to write Playbooks and finally Execute Ad-Commands using Ansible.

                Introduction to Ansible

                • Ansible Installation
                  • Configuring Ansible Roles
                    • Write Playbooks
                      • Executing Adhoc Command & Installing Ansible
                        • Configuring Ansible Role & Write Playbooks
                          • Execute Adhoc Commands
                        • Kubernetes
                          • Containerization using Kubernetes:

                            In this module, you will learn the basics of Kubernetes and its Integration with Docker.

                            • Revisiting Kubernetes Cluster Architecture
                              • Spinning up a Kubernetes Cluster on Ubuntu VMs
                                • Exploring your Cluster
                                  • Understanding YAML
                                    • Creating a Deployment in Kubernetes using YAML
                                      • Creating a Service in Kubernetes
                                        • Installing Kubernetes Dashboard
                                          • Deploying an App using Dashboard
                                            • Using Rolling Updates in Kubernetes
                                              • Containers and Container Orchestration
                                                • Introduction to Kubernetes
                                                  • Setting up the Kubernetes Cluster
                                                    • Accessing your application through service
                                                      • Deploying an app through Kubernetes Dashboard
                                                        • Rolling updates in Kubernetes
                                                      • Jenkins (Continuous Integration)
                                                        • Continuous Integration using Jenkins

                                                          I In this module, you will know how to perform Continuous Integration using Jenkins by Building and Automating Test Cases using Maven

                                                          • Jenkins Management
                                                            • Adding a Slave Node to Jenkins
                                                              • Building Delivery Pipeline
                                                                • Pipeline as a Code
                                                                  • Implementation of Jenkins
                                                                    • Build the Pipeline of Jobs using Jenkins
                                                                      • Create a Pipeline Script to Deploy an Application over the Tomcat Server
                                                                    • Docker
                                                                      • Continuous Deployment: Containerization with Docker:

                                                                        This module introduces Docker to Readers, the Core Concepts and Technology behind Docker. Learn in detail about Container and various Operations Performed on it.

                                                                        • Shipping Transportation Challenges
                                                                          • Introducing Docker
                                                                            • Understanding Images and Containers
                                                                              • Running Hello World in Docker
                                                                                • Introduction to Container
                                                                                  • Container Life Cycle
                                                                                    • Sharing and Copying
                                                                                      • Base Image & Docker File
                                                                                        • Working with Containers
                                                                                          • Publishing Image on Docker Hub
                                                                                            • Create and Implement Docker Images and Containers
                                                                                          Get full course syllabus in your inbox

                                                                                          • Introduction To Python:
                                                                                            • Installation and Working with Python

                                                                                              Understanding Python variables

                                                                                              Python basic Operators

                                                                                              Understanding the Python blocks.

                                                                                          • Python Keyword and Identifiers
                                                                                            • Python Keyword and Identifiers

                                                                                              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 Specific 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 config information on database

                                                                                              Programming using database connections

                                                                                          • Contacting user Through Emails Using Python
                                                                                            • Installing SMTP Python Module

                                                                                              Sending Email

                                                                                              Reading from file and sending emails to all users

                                                                                          • Reading an excel
                                                                                            • Working With Excel

                                                                                              Reading an excel file using Python

                                                                                              Writing to an excel sheet using Python

                                                                                              Python| Reading an excel file

                                                                                              Python | Writing an excel file

                                                                                              Adjusting Rows and Column using Python

                                                                                              ArithmeticOperation in Excel file.

                                                                                              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 profile detail

                                                                                              Get the path of Desktop, Documents, Downloads etc.

                                                                                              Handle the File System Organization using OS

                                                                                              How to get any files and folder’s details using OS

                                                                                          • Data Analysis and Visualization using NumPy, Pandas, and MatPlotLib, Seaborn
                                                                                          • NumPy
                                                                                            • Introduction to NumPy: Numerical Python

                                                                                              Importing NumPy and Its Properties

                                                                                              NumPy Arrays

                                                                                              Creating an Array from a CSV

                                                                                              Operations an Array from aCSV

                                                                                              Operations with NumPy Arrays

                                                                                              Two-Dimensional Array

                                                                                              Selecting Elements from 1-D Array

                                                                                              Selecting Elements from 2-D Array

                                                                                              Logical Operation with Array

                                                                                          • Pandas
                                                                                            • Working With Excel using Pandas

                                                                                              Reading an excel & CSV file using Pandas

                                                                                              Writing to an excel sheet using Pandas

                                                                                              Adjusting Rows and Column using Pandas

                                                                                              Arithmetic Operation in Excel file using Pandas.

                                                                                              Play with Workbook, Sheets and Cells in Excel using Pandas

                                                                                              Creating and Removing Sheets using Pandas

                                                                                              Formatting the Excel File Data using Pandas

                                                                                          • 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

                                                                                              Export the Chart as Image

                                                                                              Create Charts as Image

                                                                                              Other Useful Properties of Charts.

                                                                                              Plotting Different Charts, Labels, and Labels Alignment etc.

                                                                                          • Introduction to Seaborn
                                                                                            • Introduction to Seaborn

                                                                                              Making a scatter plot with lists

                                                                                              Making a count plot with a list

                                                                                              Using Pandas with seaborn

                                                                                          • Python Object Oriented Programming—Oops Concepts
                                                                                            • Concept of Class, Object and Instances

                                                                                              Constructor, Class attributes and Destructors

                                                                                              Real time use of class in live projects

                                                                                              Inheritance, Overlapping and Overloading operators

                                                                                              Adding and retrieving dynamic attributes of classes

                                                                                              Programming using Oops support

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                                                                                          • Setting up a Cloud Solution Environment
                                                                                          • Setting up cloud projects and accounts. Activities include
                                                                                            • Creating projects

                                                                                              Assigning users to predefined IAM roles within a project

                                                                                              Managing users in Cloud Identity (manually and automated)

                                                                                              Enabling APIs within projects

                                                                                              Provisioning one or more Stackdriver workspaces

                                                                                          • Managing billing configuration. Activities include
                                                                                            • Creating one or more billing accounts

                                                                                              Linking projects to a billing account

                                                                                              Establishing billing budgets and alerts

                                                                                              Setting up billing exports to estimate daily/monthly charges

                                                                                          • Installing and configuring the command line interface (CLI), specifically the Cloud SDK (e.g., setting the default project)
                                                                                            • Concept of Class, Object and Instances

                                                                                              Constructor, Class attributes and Destructors

                                                                                              Real time use of class in live projects

                                                                                              Inheritance, Overlapping and Overloading operators

                                                                                              Adding and retrieving dynamic attributes of classes

                                                                                              Programming using Oops support

                                                                                          • Planning and Configuring a Cloud Solution
                                                                                          • Planning and estimating GCP product use using the Pricing Calculator
                                                                                          • Planning and configuring compute resources. Considerations include
                                                                                            • Selecting appropriate compute choices for a given workload (e.g., Compute Engine, Google Kubernetes Engine, App Engine, Cloud Run, Cloud Functions)

                                                                                              Using preemptible VMs and custom machine types as appropriate

                                                                                          • Planning and configuring data storage options. Considerations include
                                                                                            • Product choice (e.g., Cloud SQL, BigQuery, Cloud Spanner, Cloud Bigtable)

                                                                                              Choosing storage options (e.g., Standard, Nearline, Coldline, Archive)

                                                                                          • Planning and configuring network resources. Tasks include
                                                                                            • Differentiating load balancing options

                                                                                              Identifying resource locations in a network for availability

                                                                                              Configuring Cloud DNS

                                                                                          • Deploying and Implementing a Cloud Solution
                                                                                            • Deploying and implementing Compute Engine resources. Tasks include:

                                                                                              Launching a compute instance using Cloud Console and Cloud SDK (gcloud) (e.g., assign disks, availability policy, SSH keys)

                                                                                              Creating an autoscaled managed instance group using an instance template

                                                                                              Generating/uploading a custom SSH key for instances

                                                                                              Configuring a VM for Stackdriver monitoring and logging

                                                                                              Assessing compute quotas and requesting increases

                                                                                              Installing the Stackdriver Agent for monitoring and logging

                                                                                              Deploying and implementing Google Kubernetes Engine resources. Tasks include

                                                                                              • Deploying a Google Kubernetes Engine cluster
                                                                                              • Deploying a container application to Google Kubernetes Engine using pods
                                                                                              • Configuring Google Kubernetes Engine application monitoring and logging
                                                                                          • Deploying and implementing App Engine, Cloud Run, and Cloud Functions resources. Tasks include, where applicable:
                                                                                            • Deploying an application, updating scaling configuration, versions, and traffic splitting

                                                                                              Deploying an application that receives Google Cloud events (e.g., Cloud Pub/Sub events, Cloud Storage object change notification events)

                                                                                          • Deploying and implementing data solutions. Tasks include
                                                                                            • Initializing data systems with products (e.g., Cloud SQL, Cloud Datastore, BigQuery, Cloud Spanner, Cloud Pub/Sub, Cloud Bigtable, Cloud Dataproc, Cloud Dataflow, Cloud Storage)

                                                                                              Loading data (e.g., command line upload, API transfer, import/export, load data from Cloud Storage, streaming data to Cloud Pub/Sub)

                                                                                          • Deploying and implementing networking resources. Tasks include:
                                                                                            • Creating a VPC with subnets (e.g., custom-mode VPC, shared VPC)

                                                                                              Launching a Compute Engine instance with custom network configuration (e.g., internal-only IP address, Google private access, static external and private IP address, network tags)

                                                                                              Creating ingress and egress firewall rules for a VPC (e.g., IP subnets, tags, service accounts)

                                                                                              Creating a VPN between a Google VPC and an external network using Cloud VPN

                                                                                              Creating a load balancer to distribute application network traffic to an application (e.g., Global HTTP(S) load balancer, Global SSL Proxy load balancer, Global TCP Proxy load balancer, regional network load balancer, regional internal load balancer)

                                                                                          • Deploying a solution using Cloud Marketplace. Tasks include
                                                                                            • Browsing Cloud Marketplace catalog and viewing solution details

                                                                                              Deploying a Cloud Marketplace solution

                                                                                              Installing the Stackdriver Agent for monitoring and logging

                                                                                          • Deploying application infrastructure using Cloud Deployment Manager.Tasks include
                                                                                            • Developing Deployment Manager templates

                                                                                              Launching a Deployment Manager template

                                                                                          • Ensuring Successful Operation of a Cloud Solution
                                                                                          • Managing Compute Engine resources. Tasks include
                                                                                            • Managing a single VM instance (e.g., start, stop, edit configuration, or delete an instance)

                                                                                              SSH/RDP to the instance

                                                                                              Attaching a GPU to a new instance and installing CUDA libraries

                                                                                              Viewing current running VM inventory (instance IDs, details)

                                                                                              Working with snapshots (e.g., create a snapshot from a VM, view snapshots, delete a snapshot)

                                                                                              Working with images (e.g., create an image from a VM or a snapshot, view images, delete an image)

                                                                                              Working with instance groups (e.g., set autoscaling parameters, assign instance template, create an instance template, remove instance group)

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, GCloud SDK)

                                                                                          • Managing Google Kubernetes Engine resources. Tasks include
                                                                                            • Viewing current running cluster inventory (nodes, pods, services)

                                                                                              Working with node pools (e.g., add, edit, or remove a node pool)

                                                                                              Working with pods (e.g., add, edit, or remove pods)

                                                                                              Working with services (e.g., add, edit, or remove a service)

                                                                                              Working with stateful applications (e.g. persistent volumes, statefulsets)

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)

                                                                                          • Managing App Engine and Cloud Run resources. Tasks include
                                                                                            • Adjusting application traffic splitting parameters

                                                                                              Setting scaling parameters for autoscaling instances

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)

                                                                                          • Managing storage and database solutions. Tasks include
                                                                                            • Moving objects between Cloud Storage buckets

                                                                                              Converting Cloud Storage buckets between storage classes

                                                                                              Setting object life cycle management policies for Cloud Storage buckets

                                                                                              Executing queries to retrieve data from data instances (e.g., Cloud SQL, BigQuery, Cloud Spanner, Cloud Datastore, Cloud Bigtable)

                                                                                              Estimating costs of a BigQuery query

                                                                                              Backing up and restoring data instances (e.g., Cloud SQL, Cloud Datastore)

                                                                                              Reviewing job status in Cloud Dataproc, Cloud Dataflow, or BigQuery

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)

                                                                                          • Managing networking resources. Tasks include
                                                                                            • Adding a subnet to an existing VPC

                                                                                              Expanding a subnet to have more IP addresses

                                                                                              Reserving static external or internal IP addresses

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)

                                                                                              Monitoring and logging. Tasks include:

                                                                                              Creating Stackdriver alerts based on resource metrics

                                                                                              Configuring log sinks to export logs to external systems (e.g., on-premis es or BigQuery)

                                                                                              Viewing specific log message details in Stackdriver

                                                                                              Using cloud diagnostics to research an application issue (e.g., viewing Cloud Trace data, using Cloud Debug to view an application point-intime)

                                                                                              Viewing Google Cloud Platform status

                                                                                              Working with management interfaces (e.g., Cloud Console, Cloud Shell, Cloud SDK)

                                                                                          • Configuring Access and Security
                                                                                            • Managing identity and access management (IAM). Tasks include

                                                                                              • Viewing IAM role assignments
                                                                                              • Assigning IAM roles to accounts or Google Groups
                                                                                              • Defining custom IAM roles

                                                                                              Managing service accounts. Tasks include

                                                                                              • Managing service accounts with limited privileges
                                                                                              • Assigning a service account to VM instances
                                                                                              • Granting access to a service account in another project

                                                                                              Viewing audit logs for project and managed services

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                                                                                          • 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

                                                                                              Refreshing Power BI Service Data

                                                                                              Interacting with your Dashboards

                                                                                              Sharing Dashboards and Reports

                                                                                          • Power BI Desktop
                                                                                            • Power BI Desktop

                                                                                              Extracting data from various sources

                                                                                              Workspaces in Power BI

                                                                                              Data Transformation

                                                                                              Measures and Calculated Columns

                                                                                              Query Editor

                                                                                          • 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

                                                                                              Date and Time

                                                                                              Time Intelligence

                                                                                              Information

                                                                                              Logical

                                                                                              Mathematical

                                                                                              Statistical

                                                                                              Text and Aggregate

                                                                                          • Measures in DAX
                                                                                            • Measures in DAX

                                                                                          • ROW Context and Filter Context in DAX
                                                                                            • ROW Context and Filter Context in DAX

                                                                                          • Operators in DAX - Real-time Usage
                                                                                            • Operators in DAX - Real-time Usage

                                                                                          • Quick Measures in DAX - Auto validations
                                                                                            • Quick Measures in DAX - Auto validations

                                                                                          • PowerPivot xVelocity & Vertipaq Store
                                                                                            • PowerPivot xVelocity & Vertipaq Store

                                                                                          • In-Memory Processing: DAX Performance
                                                                                            • In-Memory Processing: DAX Performance

                                                                                          • Modelling with Power BI
                                                                                            • Introduction to Modelling

                                                                                              Optimize Data Models

                                                                                              Setup and Manage Relationships

                                                                                              Cardinality and Cross Filtering

                                                                                              Default Summarization & Sort by

                                                                                              Creating Calculated Columns

                                                                                              Creating Measures & Quick Measures

                                                                                          • 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

                                                                                          • Introduction to Power BI Q&A and Data Insights
                                                                                            • Why Dashboard and Dashboard vs Reports

                                                                                              Creating Dashboards

                                                                                              Power BI Q&A

                                                                                              Quick Insights in Power BI

                                                                                              Power BI embedded and REST API

                                                                                          • Direct Connectivity
                                                                                            • Custom Data Gateways

                                                                                              Exploring live connections to data with Power BI

                                                                                              Connecting directly to SQL Azure, HD Spark, and SQL Server Analysis Services/MySQL

                                                                                              Introduction to Power BI Development API

                                                                                              Excel with Power BI: Connect Excel to Power BI, Power BI Publisher for Excel

                                                                                              Content packs

                                                                                              Update content packs

                                                                                          • BI and Azure ML Integrating Power
                                                                                            • Extracting data out of Azure SQL using R

                                                                                              Using R, call the Azure ML web service and send it the unscored data

                                                                                              Writing the output of the Azure ML model back into SQL

                                                                                              read scored data into Power BI using R

                                                                                              Scheduling a refresh of the data using the Personal Gateway

                                                                                          • Publishing and Sharing
                                                                                            • Introduction and Sharing Options Overview

                                                                                              Publish from Power BI Desktop and Publish to Web

                                                                                              Share Dashboard with Power BI Service

                                                                                              Workspaces and Apps (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 and Publishing for Mobile Apps

                                                                                              Export to PowerPoint and Sharing Options Summary

                                                                                          • Refreshing Datasets
                                                                                            • Personal Gateway (Power BI Pro and 64-bit Windows)

                                                                                              Replacing a Dataset and Troubleshooting Refreshing

                                                                                          • Placement Guide
                                                                                            • What is an Interview

                                                                                              Tips to clear an Interview

                                                                                              Common Interview questions and answers

                                                                                              Power BI Interview Questions and Answers

                                                                                              Resume Building Guide

                                                                                              Start applying for Jobs

                                                                                              Refreshing Datasets

                                                                                              Understanding Data Refresh

                                                                                              Attempt for PowerBI Global Certification Exam

                                                                                              Personal Gateway (Power BI Pro and 64-bit Windows)

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                                                                                          • Red Hat System Administration
                                                                                            • Get started with Red Hat Enterprise Linux

                                                                                              Describe and define open source, Linux distributions, and Red Hat Enter prise Linux.

                                                                                              Access the command line

                                                                                              Log into a Linux system and run simple commands using the shell.

                                                                                              Manage files from the command line

                                                                                              Copy, move, create, delete, and organize files while working from the bash shell.

                                                                                              Get help in Red Hat Enterprise Linux

                                                                                              Resolve problems by using local help systems.

                                                                                              Create, view, and edit text files

                                                                                              Manage text files from command output or in a text editor.

                                                                                              Manage local users and groups

                                                                                              Create, manage, and delete local users and groups, as well as adminis ter local password policies.

                                                                                              Control access to files

                                                                                              Set Linux file system permissions on files and interpret the security effects of different permission settings.

                                                                                              Monitor and manage Linux processes

                                                                                              Evaluate and control processes running on a Red Hat Enterprise Linux system.

                                                                                              Control services and daemons

                                                                                              Control and monitor network services and system daemons using systemd.

                                                                                              Configure and secure SSH

                                                                                              Configure secure command line service on remote systems, using OpenSSH.

                                                                                              Analyze and store logs

                                                                                              Locate and accurately interpret logs of system events for troubleshooting purposes.

                                                                                              Manage networking

                                                                                              Configure network interfaces and settings on Red Hat Enterprise Linux servers.

                                                                                              Archive and transfer files

                                                                                              Archive and copy files from one system to another.

                                                                                              Install and update software

                                                                                              Download, install, update, and manage software packages from Red Hat and yum package repositories.

                                                                                              Access Linux files systems

                                                                                              Access, inspect, and use existing file systems on storage attached to a Linux server.

                                                                                              Analyze servers and get support

                                                                                              Investigate and resolve issues in the web-based management inter face, getting support from Red Hat to help solve problems.

                                                                                              Comprehensive review

                                                                                              Review the content covered in this course by completing hands-on exercises

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