MEAPSA

Perform hyperparameter tuning with Azure Machine Learning

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

Data Scientist

Machine Learning

Module 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.

Units

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

Prerequisites

None