MLOps Notebooks as Code Cheat Sheet

Version experiments

Last Updated: November 21, 2025

Focus Areas

Focus
Track changes via git
Capture metadata in MLflow

Commands & Queries

jupytext --to py notebook.ipynb
Convert
mlflow run notebook.py
Execute
git add notebook.py
Commit

Summary

Treat notebooks like code for reproducibility.

💡 Pro Tip: Automate conversion with `jupytext`.
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