olt-mlflow
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dmatrix
O'Reilly Online Training Materials for MLflow
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.
- MLflow Tracking
- MLFlow Projects
- MLflow Models
- 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
dmatrix