AWS-CI-CD : End to End MAchine Learning Project

• Docker Build checked
• Github Workflow
• Iam User In AWS

Docker Setup In EC2 commands to be Executed

#optional

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 =

AWS_ECR_LOGIN_URI =

ECR_REPOSITORY_NAME =

Shoutout to Krish Naik from whom this tutorial comes from. My first step into the MLOps field is from him so go check his github: https://github.com/krishnaik06