Hello. In this lesson, you will learn how to monitor models with Azure
Machine Learning. Application Insights is an application performance
management service in Microsoft Azure. It enables the capture, storage, and analysis of telemetry
data from applications. You can use Application
Insights to monitor telemetry for many
kinds of application, including applications that
are not running in Azure. All that's required is a low overhead
instrumentation package to capture and send
the telemetry data to application insights. The necessary package already included in Azure Machine
Learning web services, so you can use it to
capture and review telemetry for models published with Azure Machine Learning. In this lesson, you
will learn how to enable Application
Insights monitoring for an Azure Machine
Learning web service and capture and view
model telemetry.