Cloud Computing

Module 1 - About Cloud Technology

Cloud Computing Technology & its Concepts

Comparison between On-Premise & Cloud Infrastructure

Various Advantages of Cloud Technology

Types of Cloud Services being offered

Leading Cloud Services providers in the market

Comparison between Cloud Service Providers

Module 2 - Introduction To AWS, Azure & GCP

Evolution

Chronology & Events

Global Clients for AWS, Azure & GCP

Setting up Free Tire Accounts on Respective Cloud Platforms

Pricing Models offered

AWS

Module 3 - AWS Cloud Architecture & Infrastructure Details

About Region and Availability Zone

About Edge Locations

Cloud Legal & Compliance Overview of AWS

Module 4 - AWS Elastic Compute Cloud Services(EC2) - EC2

EC2 Essentials

Launching a new EC2 Instance

Types of instances offered by AWS in EC2

About Amazon Machine Image

EBS Volumes & Use Cases

EBS Snapshot and Scenarios

What is an Elastic IP

AWS Pricing & Calculating

Module 5 - Amazon Web Services Networking & Content Delivery Services

Introduction to AWS Cloud Networking services

Over View of Virtual Private Cloud

Creation of Public & Private Subnets

Configuring Internet Gateway & Uses

About Network Address Translation (NAT) Gateway

Connecting two VPCs using VPC Peering

About Cloud Front and Advantages

Hosting Domain using Route 53

Module 6 - AWS Simple Storage Services(S3)

Creating S3 Bucket.

Types of Storages Classes in S3 Bucket

Versioning & Cross Region Replication

Static Website Hosting using S3 Bucket

About AWS Elastic File System

AWS Glacier

Module 7 - AWS Relational Database Service(RDS)

What is Relational Database Service

Setting up RDS Instance

About Amazon Dynamo DB

Module 8 - Database Services

RDS- Relational Database Services

DynamodB

Redshift

Features of Database Service

GCP

Module 9 - Setting Up A Cloud Solution Environment

Creation of Cloud Projects and Accounts

How to Managing Billing Configurations

Installing and Configuring the Command Line Interface (CLI), specifically the Cloud SDK (e.g., setting the default project)

Module 10 - Planning And Configuring A Cloud Solution

GCP Products Pricing Calculator

How to Compute Resources on GCP

Data Storage options in Google Cloud Platform

Configuring Network Resources

Module 11 - Deploying And Implementing A Cloud Solution

Launching Compute Engine Resources in Google Cloud

Working with GCP Kubernetes Engine Resources

Use Cases of Google Cloud App Engine and Cloud Functions Resources

Implementing GCP Data Solutions

Setting up Google Cloud Platform Networking Resources

Providing Solution using Google Cloud Launcher

Application using GCP Deployment Manager

Module 12 - Ensuring Successful Operation Of A Google Cloud Solution

Ways of Managing Compute Engine Resources

Using Google Cloud Platform Kubernetes Engine Resources

Using GCP App Engine Resources

Using GCP Data Solutions

Ways of Managing Networking Resources in Google Cloud

Google Cloud Monitoring

Azure

Module 13 - Deploying And Configuring Your Infrastructure

About Azure Subscriptions and Resources

Ways of Storage Implementation and Management

Configuring VMs and Managing them

Configuring Virtual Network

Azure Active Directory for Managing Identities

Module 14 - Implementation Of Azure Security And Workloads

Strategies for Server Migration to Azure

Application Services Implementation and Management

Advanced Virtual Networks

Azure AD Securing Identities in Cloud

Module 15 - How To Create Apps And Deploying Them

Using Shell Commands to Create a App Service Web App

Creating Background Tasks

Swagger to Document an API

Create a Reliable Service & Actors App

Reliable Collections

Azure Container Registry & instances

Module 16- Ways Of Developing For The Azure Cloud

Message-Based Integration Architecture

Developing Asynchronous Processing

Autoscaling & Uses Cases

Azure Cognitive Services

Module 17 - Designing For Azure Identity And Security

Existing Solutions Integration with External Identity Providers using Azure AD B2B or B2C

Design a Hybrid Identity Solution in Azure

Advanced Features of Azure AD like Managed Service Identity(MSI), MFA and Privileged Identity Management

Securing Application Secrets Via Key Vault

SQL Database and Azure Storage

APIs available in Cognitive Services

Face API, Speech API or Language Understanding (LUIS) service

Relationship to Bot Framework and Azure Bot Services

Module 18 - Infrastructure Strategy

Types Patterns Pulled from Cloud Design Patterns

Configuring Load Balancer & Distribute Network Traffic Across Multiple Loads

Hybrid Connectivity

Design an Availability Set for One or More Virtual Machines

Fault and Update Domains

VM Scale Set ARM Template

Machine Learning

Machine Learning

AWS - Machine Learning

Microsoft Azure - Machine Learning Studio

GCP - Google Cloud Machine Learning (ML) Engine