sagemaker-mlops

This repo contains a collection of Notebooks/codes demonstrating Amazon SageMaker MLOps capabilities.

sagemaker-train-deploy-update-model-registry.ipynb

This experiment demonstrates the following MLOps process using Amazon SageMaker.

• Train a model
• Register a model into a Model Registry Group
• Deploy the model from a Model Registry into an endpoint
• Update an existing endpoint with a new model from Model Registry