Note:

This report was developed as part of Cohort 1. The project and repository were inspired by tutorials from Krish Naik on YouTube.

A big thank you to Krish Naik for the valuable insights and guidance that made this project possible!

End to End MAchine Learning Project

1. Docker Build checked
2. Github Workflow
3. Iam User In AWS

Docker Setup In EC2 commands to be Executed

#optinal

sudo apt-get update -y

sudo apt-get upgrade

#required

curl -fsSL https://get.docker.com -o get-docker.sh

sudo sh get-docker.sh

sudo usermod -aG docker ubuntu

newgrp docker

Configure EC2 as self-hosted runner:

Setup github secrets:

AWS_ACCESS_KEY_ID=

AWS_SECRET_ACCESS_KEY=

AWS_REGION = us-east-1

AWS_ECR_LOGIN_URI = demo>> 566373416292.dkr.ecr.ap-south-1.amazonaws.com

ECR_REPOSITORY_NAME = simple-app