MLflow Tutorial

This repository contains the materials used during the AI Marketplace 2021 MLflow tutorial.

Agenda

• ML Lifecycle
• Experiment Tracking
• MLflow Models & Model Registry
• MLflow Projects
• Advanced usage & tips

Running instructions

In order to run the setup you will need to install docker-compose and then can simply do:

docker-compose build
docker-compose up -d

You can then access:

• Jupyter: http://localhost:8888
• MLfLow: http://localhost:5000
• minio (S3): http://localhost:9000 (user: minioadmin, pass: minioadmin)

At the end of the session, you can simply run the following command to stop all the processes:

docker-compose down