4-tracking-experiments.md

Exercise 4: Tracking Experiments with MLflow

Goals

• Learn about MLflow
• Configure our Machine Learning training Pipeline to track experiments and results

Step by Step instructions

1. In GoCD, click on the little gear symbol () next to ml-pipeline-X to edit your machine learning pipeline configuration.

2. Open the "Environment Variables" tab and configure the URL to the MLFlow tracking server and your tenant:

• MLFLOW_TRACKING_URL = http://mlflow.cd4ml.net
• TENANT = userX (replace X with your user ID)

3. Save and return to the Dashboard page.

4. Trigger a new ML training pipeline and wait for it to succeed.

5. Visit the MLflow URL http://mlflow.cd4ml.net to find your experiment results.

6. Done! Go to the next exercise