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O'Reilly Online Training (OLT) Materials for MLflow

This OLT has four modules. Each one is located in a separate directory with its respective README.md file and instructions how to follow the module.

Note: For modules 1-3, you'll need Databricks Community Edition. Please register for this before coming to class if you want to do the exercises.

  1. MLflow Tracking
  2. MLFlow Projects
  3. MLflow Models
  4. Model Registry

Each module, except module 4, has both Databricks Community Edition notebooks in its dbc format and equivalent Jupyter notebook versions, with very mild variations. For the most part, you can run Jupyter notebooks on your local host, after installing the requirements explained in the README.md files in the respective <module>/notebooks/jupyter directory.

Thank you, and I hope you enjoy the flow!

Cheers,

Jules S. Damji

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  • Jupyter Notebook 100.0%