Introduction
  • Introduction
S3
  • Create a S3 bucket and add dataset
IAM
  • Create an IAM role
EC2
  • Creating Amazon EC2 instance
  • Connecting Amazon EC2 instance from Windows using PUTTY
  • Deploy a Web Application on Amazon EC2
Amazon Elastic Beanstalk
  • Deploying sample web application with the help of elastic beanstalk.
  • Deploying python web application with the help of elastic beanstalk.
Containers
  • Building docker image locally
  • Public ECR Repository
  • Private ECR Repository
  • Creating cluster for AWS Fargate
  • Creating task for AWS Fargate
  • Running Tasks for first time
  • Accessing the application and creating more similar tasks
  • Creating cluster for AWS ECS with EC2
  • Defining Task
  • Running Task
  • Creating and Running Services
VPC
  • VPC dashboard
  • Create a VPC
  • Create a Subnet
  • Create and Attach Internet Gateway
  • Create and manage Route Table
  • Customizing Route Table and other Network components
DynamoDB
  • create a table in dynamodb
  • Add rows and columns using form and Json in Dynamodb
  • Scan and Query with Filter table
  • Running SQL Queries in Dynamodb using PartiQL editor
  • Create Backup and export to S3 bucket
  • Create a DAX Cluster and attach VPC
  • Configure Security and IAM for DAX cluster
  • Delete Table and restore table from backup
RDS
  • Create or Restore RDS database from S3 using IAM
  • Create an RDS database with Aurora and other Engine types
  • Monitor database utilization
  • Database Actions, query editor and monitoring
Glue and Athena
  • Create a Crawler using AWS Glue
  • Configuring output database name for crawler
  • Customize Schema, find table details in Glue and Log groups
  • Run SQL Queries on Athena and store output in S3 bucket
  • Create and Save Custom Query in AWS Athena
Redshift
  • Create a Redshift Cluster
  • Redshift Query Editor and JDBC odbc connection
  • Cluster Properties and Actions
  • Setting up cloudwatch alarms
  • Execute SQL queries on Redshift
  • Save and Schedule SQL queries
  • Database connections with new tab in Query editor
Machine Learning
  • Build frontend for ML Application
  • Build Backend for ML Application
  • Add NLP task (translation)
  • Demo: Translation ML app
  • Creating Sentiment Analysis ML app
  • Demo: Sentiment Analysis ML app
  • POS tagging ML App
  • Detect entity
  • Uploading audio file to S3 bucket
  • Creating Transcribe job
  • Understanding ASR output
  • Adding transcribe feature into web application
  • Demo: Transcribe ML app
  • Creating Polly function
  • Adding Polly function into main application
  • Demo: Polly ML App
AWS Managed Blockchain
  • Managed Blockchain
Deep composer
  • overview- deep composer
  • Getting started with Music Studio
  • Using GAN to generate other instruments
  • Generate creative melody and strech music using Transformers
  • Building a Training Model for MuseGAN and U-net
Honeycode
  • Creating a Workbook and Table in Honeycode
  • Formatting table dataset
  • Customizing table- Insert, delete and Freeze rows and columns
  • Building an app in Honeycode
  • Task Automation in Honeycode
  • Working with CSV dataset in Honeycode
  • Building an Application using Wizard and scratch
  • Customizing App UI and objects
  • Instant Poll Application
  • Create Timesheet App
AWS Cloud Formation
  • Automation with Cloud Formation Designer
Quicksight
  • Getting Started with Quicksight