MLflow — a very extended tutorial

An extended tour through concepts and examples of MLflow Tracking, Projects, Models and Model Registry

What this post is about

This post is an extended tutorial on MLflow, which covers the motivation and basic features behind each of its four main sub-projects, MLflow Tracking, Projects, Models and Model Registry. It will also touch concepts of MLOps and ModelOps, to “justify” some MLflow features.