Tune hyperparameters in Azure Databricks

Intermediate
Data Scientist
Azure Databricks

Tuning hyperparameters is an essential part of machine learning. In Azure Databricks, you can use the Hyperopt library to optimize hyperparameters automatically.

Learning objectives

In this module, you will learn how to:

  • Use the Hyperopt library to optimize hyperparameters.
  • Distribute hyperparameter tuning across multiple worker nodes.

Prerequisites

Before starting this module, you should be familiar with how to train machine learning models in Azure Databricks.