Introduction to Azure Machine Learning monitoring

Module
10 Units

Beginner

Developer

Azure

Learn how to monitor Azure Machine Learning deployments.

Learning objectives

After you complete this module, you'll be able to:

Set up monitoring for Azure Machine Learning resources and workflows.
Manage metrics and logs for Azure Machine Learning resources.
Describe how monitoring for Azure Machine Learning models works.

Prerequisites

To get the best learning experience from this module, you should have knowledge of and experience with:

Fundamental monitoring concepts.
Fundamental Azure Machine Learning concepts.

Introduction min
Monitoring Azure Machine Learning workspaces and compute min
Azure Monitor platform metrics min
Azure Monitor resource logs min
Azure Monitor and alerts min
Online endpoints min
Azure Machine Learning model monitoring min
Knowledge check min
Monitoring signals and metrics min
Summary min