MLOps on AWS: a Hands-On Tutorial

MLOps (Machine Learning Operations) is the practice of automating the process of deploying, monitoring, and maintaining machine learning models. In this hands-on tutorial, we will walk you through the essential steps of implementing MLOps on AWS using MLflow.

This session will provide a hands-on project to reinforce your understanding and skills in working with MLflow on AWS in ML projects.

Notebooks

MLflow

• An Overview of MLflow: Managing End-to-End Machine Learning Lifecycles

MLOps on AWS

• Ubuntu Terminal Basics: Navigating, Managing Files, and Performing Basic Tasks
• MLOps on AWS: a Hands-On Project
• MLOps on AWS: a Hands-On Project - MLflow