Course curriculum

  • 1

    Introduction

    • Importance of Course
    • Prereqities
    • Introduction to AISciences
    • Detail of Projects
  • 2

    01-Notification System

    • Problem Statement
    • Creating Notification Pipeline
  • 3

    Access RDS using AWS Lambda and On Premise Database Engine

    • Problem Statement and Architecture
    • Initiating the Resources
    • Creating Lambda and Required Resources
    • Accessing the Private Instance
    • Deleting the Resources
    • Accessing Public Instance
  • 4

    Analysing Sales Data using Quicksight

    • Problem Statement
    • Building a Dashboard
    • Deleting the Subscription
  • 5

    Data Ingestion and Extraction with Redshift

    • Problem Statement
    • Creating Resources
    • Loading the Data into Redshift Cluster
    • Unload Data from Redshift to S3
  • 6

    Conditional Workflow

    • Problem Statement
    • Creating Lambda Functions
    • Creating State Machine
    • Executing Pipeline
  • 7

    Ingesting IOT Data to S3

    • Problem Statement
    • Architecture and Review of the Services
    • Creating all the Services
    • Executing Pipeline
  • 8

    Database Migration

    • Problem Statement
    • Initializing Database in EC2 Instance
    • Initializing RDS Instance
    • Creating DMS Endpoints and Replication Instance
    • Creating and Running Migration Task