Cloud Computing

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Cloud Computing
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Overview

Cloud Computing is a technology that allows businesses and individuals to access computing resources such as servers, storage, databases, and applications through the internet instead of relying on local infrastructure. It offers scalability, flexibility, and cost efficiency by enabling users to scale resources on demand and pay only for what they use. Cloud computing supports modern application development, data storage, security, and collaboration, making it a key driver of digital transformation across industries.

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Data Science Course Syllabus

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Preparatory Sessions – Linux Linux

  • Introduction to Linux
    00:00:00

    Introduction to Linux

  • Linux Basics
    00:00:00
  • Hands-on Sessions And Assignments for Practice
    00:00:00
  • Introduction to Cloud Computing & AWS
    00:00:00

    Introduction to Cloud Computing & AWS

  • Elastic Compute and Storage Volumes
    00:00:00
  • Load Balancing, Autoscaling and DNS
    00:00:00
  • Virtual Private Cloud
    00:00:00
  • Storage – Simple Storage Service (S)
    00:00:00
  • Databases and In-Memory DataStores
    00:00:00
  • Management and Application Services
    00:00:00
  • Access Management and Monitoring Services
    00:00:00
  • Automation and Configuration management
    00:00:00
  • AWS Migration
    00:00:00
  • Infrastructure Setup
    00:00:00

    Infrastructure Setup

  • Introduction to DevOps
    00:00:00
  • Version Control with Git
    00:00:00
  • Containerization Using Docker
    00:00:00
  • Configuration Management using Puppet (self-paced)
    00:00:00
  • Configuration Management using Ansible
    00:00:00
  • Continuous Integration with Jenkins
    00:00:00
  • Continuous Orchestration Using Kubernetes
    00:00:00
  • Continuous Monitoring using ELK
    00:00:00
  • Terraform Modules and Workspaces
    00:00:00
  • Broad Aspects of Migration into Cloud
    00:00:00

    Broad Aspects of Migration into Cloud

  • Migration of virtual Machines and techniques
    00:00:00
  • Fault Tolerance Mechanisms.
    00:00:00
  • Data Storage
    00:00:00
  • What is Virtualization?
    00:00:00

    What is Virtualization?

  • Virtualization is not a new concept. Evolution of Virtualization.
    00:00:00
  • Type of Virtualization
    00:00:00
  • Server-based Virtualization
    00:00:00
  • Hypervisor-based Virtualization
    00:00:00
  • Type 1 v/s Type 2
    00:00:00
  • Full v/s Para
    00:00:00
  • Virtual machine lifecycle
    00:00:00
  • Virtual machine image: Structure, formats
    00:00:00
  • Virtual machine instance: Public cloud specific instance, allocating resources to
    00:00:00
  • Virtual machine instance, networking in virtual machine, Amazon Machine Instance
    00:00:00
  • VM Application
    00:00:00
  • Container Based Virtualization
    00:00:00
  • Container lifecycle
    00:00:00
  • Container image : Structure, formats
    00:00:00
  • Container instance: Allocating resources to container instance
    00:00:00
  • Networking in containers
    00:00:00
  • Unikernels: Structure, formats, allocation, networking in Unikernels
    00:00:00
  • Difference between VM, Containers and Unikernels
    00:00:00
  • Network Function Virtualization (NFV)
    00:00:00
  • Type
    00:00:00
  • AWS Code Commit
    00:00:00

    AWS Code Commit

  • AWS Code Build
    00:00:00
  • AWS Code Deploy
    00:00:00
  • DevOps Lifecycle using AWS DevOps Tools
    00:00:00
  • AWS Code Pipeline
    00:00:00
  • Introduction to Python and IDEs
    00:00:00

    Introduction to Python and IDEs

  • Python Basics
    00:00:00
  • Object Oriented Programming
    00:00:00
  • Hands-on Sessions And Assignments for Practice
    00:00:00
  • Introduction to Microsoft Azure
    00:00:00

    Introduction to Microsoft Azure

  • Introduction to ARM & Azure Storage
    00:00:00
  • Introduction to Azure storage
    00:00:00
  • Azure Virtual Machines
    00:00:00
  • Azure App and Container services
    00:00:00
  • Azure Networking – I
    00:00:00
  • Azure Networking – II
    00:00:00
  • Authentication and Authorization in Azure using RBAC
    00:00:00
  • Microsoft Azure Active Directory
    00:00:00
  • Azure Monitoring
    00:00:00
  • Interview Preparation Sessions
    00:00:00
  • Introduction to Microsoft Azure
    00:00:00

    Introduction to Microsoft Azure

  • Introduction to Azure storage
    00:00:00
  • Azure Virtual Machines
    00:00:00
  • Azure App and Container Services
    00:00:00
  • Azure Networking
    00:00:00
  • Azure Networking – II
    00:00:00
  • Authentication and Authorization in Azure using RBAC
    00:00:00
  • Microsoft Azure Active Directory
    00:00:00
  • Azure Monitoring
    00:00:00
  • Multi-Factor Authentication (MFA)
    00:00:00
  • Migration in Azure
    00:00:00
  • Azure Data Platform – I
    00:00:00
  • Azure Data Platform – II
    00:00:00
  • Non-Relational Data Stores and Azure Data Lake Storage
    00:00:00

    Non-Relational Data Stores and Azure Data Lake Storage

  • Data Lake and Azure Cosmos DB
    00:00:00
  • Relational Data Stores
    00:00:00
  • Why Azure SQL?
    00:00:00
  • Azure Batch
    00:00:00
  • Azure Data Factory
    00:00:00
  • Azure Data Bricks
    00:00:00
  • Azure Stream Analytics
    00:00:00
  • Monitoring & Security
    00:00:00
  • Introduction to Big Data and Data Collection
    00:00:00

    Introduction to Big Data and Data Collection

  • Introduction to Cloud Computing and AWS
    00:00:00
  • Elastic Compute and Storage Volumes
    00:00:00
  • Virtual Private Cloud
    00:00:00
  • Storage – Simple Storage Service (S3)
    00:00:00
  • Databases and In-Memory DataStores
    00:00:00
  • Data Processing
    00:00:00
  • Data Analysis
    00:00:00
  • Data Visualization and Data Security
    00:00:00

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