Perform hyperparameter tuning with Azure Machine Learning

Module
8 Units

Beginner

Data Scientist

Azure Machine Learning

Choose this module if you want to optimize model training by tuning hyperparameters with sweep jobs in Azure Machine Learning.

Learning objectives

In this module, you 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
Module assessment min
Summary min