This repository consists of different concepts related to machine learning development. Some of the concerns relate to pipeline creation, model registration, and monitoring. How to create a CI/CD pipeline and integrate it with Sagemaker Pipeline for entire ML life cycle management. Here I show complete end-to-end management of the entire ML life cycle, from annotation to drift detection to auto-model registration and deployment. Also I add different Serverless Projects which are in AWS SAM.
I try my best documenting every tutorial straight forward, if you find any error email me at sushantgautm@gmail.com.