Get started with scikit-learn in Databricks
This 10-minute tutorial introduces you to machine learning in Databricks. It uses algorithms from the popular machine learning package scikit-learn along with MLflow for tracking the model development process and Hyperopt to automate hyperparameter tuning.
Requirements
Databricks Runtime ML
Example notebooks
Databricks recommends using MLflow autologging, illustrated in this notebook.
Get started with scikit-learn and MLflow autologging notebook
This notebook uses manual MLflow logging to track model development.
Get started with scikit-learn notebook