Example of an end to end machine learning project. starting from data preparation and preprocessing passing through model selection, and finally deploying the best model.
- Using Elastic Beanstalk and codePipline on AWS.
- Using EC2 Ubuntu instance to run a docker container pulled from Elastic Container Registry (ECR) on AWS. In this option a fully CI/CD workflow was created in .github/workflows/main.yaml file