AI Sciences

Introduction to course

Introduction to Aisciences

Detail of Projects

Introduction to AWS: Creating AWS Account

Introduction to AWS: Exploring AWS Management Console

Introduction to AWS: Overview of AWS Services

Introduction to AWS: AWS Services

Introduction to AWS: IAM Policy Overview

Introduction to AWS: IAM Demo

Compute and Storage Services: Simple Storage Service

Compute and Storage Services: S3 Versioning

Compute and Storage Services: S3 Lifecyle

Compute and Storage Services: S3 Event Triggers

Compute and Storage Services: Introduction to AWS Lambda

Compute and Storage Services: Parsing Event in Lambda

Compute and Storage Services: Lambda Layer Introduction

Compute and Storage Services: Creating Lambda Layer

Compute and Storage Services: How to add Layer

Compute and Storage Services: AWS Glue

Compute and Storage Services: AWS Glue Job

Compute and Storage Services: Glue Crawler

Infrastructure as Code and Automation: Introduction to Cloudformation

Infrastructure as Code and Automation: Creating S3 Bucket using Cloudformation

Infrastructure as Code and Automation: AWS CLI

Network and Database: Introduction to Virtual Private Cloud

Network and Database: Creating Virtual Private Cloud using Console

Network and Database: AWS Relational Database Service

Network and Database: Creating RDS Database using Console

Network and Database: Accessing RDS Instance using Glue

Network and Database: Introduction to AWS Redshift

Network and Database: Creating Redshift Cluster in Console

Network and Database: Dynamodb

Network and Database: Creating and Accessing Dynamodb Table

Additional Services: Introduction to AWS Security and Simple Queue Service

Additional Services: Accessing Secret Manager and Key Management Service using Console

Additional Services: Creating a Queue in Simple Queue Service

Additional Services: Introduction to Simple Notification Service

Additional Services: Creating and Sending Email using Simple Notification Service

Hands On Exercise: Problem Statement

Hands On Exercise: Proposed Solution

Hands On Exercise: Exploring the Lambda Function

Hands On Exercise: Testing the Pipeline

Hands On Exercise: Analyze the Data using Athena

Notification System: Problem Statement

Notification System: Creating Notification Pipeline

Access RDS using AWS Lambda and On premise Database Engine: Problem Statement and Architecture

Access RDS using AWS Lambda and On premise Database Engine: Initiating the Resources

Access RDS using AWS Lambda and On premise Database Engine: Creating Lambda and Required Resources

Access RDS using AWS Lambda and On premise Database Engine: Accessing the Private Instance

Access RDS using AWS Lambda and On premise Database Engine: Deleting the Resources

Access RDS using AWS Lambda and On premise Database Engine: Accessing Public Instance

Analysing Sales Data using Quicksight: Problem Statement

Analysing Sales Data using Quicksight: Building a Dashboard

Analysing Sales Data using Quicksight: Deleting the Subscription

Data Ingestion and Extraction with Redshift: Problem Statement

Data Ingestion and Extraction with Redshift: Creating Resources

Data Ingestion and Extraction with Redshift: Loading the Data into Redshift Cluster

Data Ingestion and Extraction with Redshift: Unload Data from Redshift to S3

Conditional Workflow: Problem Statement

Conditional Workflow: Creating Lambda Functions

Conditional Workflow: Creating State Machine

Conditional Workflow: Executing Pipeline

Ingesting IOT Data to S3: Problem Statement

Ingesting IOT Data to S3: Architecture and Review of the Services

Ingesting IOT Data to S3: Creating all the Services

Ingesting IOT Data to S3: Executing Pipeline

Database Migration: Problem Statement

Database Migration: Initializing Database in EC2 Instance

Database Migration: Initializing RDS Instance

Database Migration: Creating DMS Endpoints and Replication Instance

Database Migration: Creating and Running Migration Task