MLOps Academy · Lesson

Install MLflow and Start Tracking

Spin up the tracking server and point your code at it.

Why Track at All

You run dozens of experiments and forget which settings gave the best score. MLflow records every run so no result is ever lost again.

Install It

MLflow is just a Python package. One pip install gives you the library, a tracking API, and a built-in web UI to browse runs.

pip install mlflow

All lessons in this course

  1. Install MLflow and Start Tracking
  2. Log Params, Metrics, and Artifacts
  3. Compare Runs in the MLflow UI
  4. Autolog with One Line of Code
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