Perform hyperparameter tuning with Azure Machine Learning

Module
8 Units

Beginner

Data Scientist

Azure Machine Learning

Learn how to perform hyperparameter tuning with a sweep job in Azure Machine Learning.

Learning objectives

In this module, you'll learn how to:

Define a hyperparameter search space.
Configure hyperparameter sampling.
Select an early-termination policy.
Run a sweep job.

Prerequisites

None

Introduction min
Define a search space min
Configure a sampling method min
Configure early termination min
Use a sweep job for hyperparameter tuning min
Exercise - Run a sweep job min
Knowledge check min
Summary min