Category groups are a collection of different logs to help you achieve different monitoring goals. These sections also provide examples for configuring data collection and analyzing this data with Azure tools. The following sections build on this article by describing the specific data gathered for Azure Machine Learning. Standard tools in Azure for analyzing and alerting on monitoring data.Start with the article Monitoring Azure resources with Azure Monitor, which describes the following concepts: It can also monitor resources in other clouds and on-premises. Azure Monitor provides a complete set of features to monitor your Azure resources. What is Azure Monitor?Īzure Machine Learning creates monitoring data using Azure Monitor, which is a full stack monitoring service in Azure. If you want to monitor information generated by models deployed to online endpoints, see Monitor online endpoints. Start, monitor, and cancel training runs.If you are a data scientist or developer, and want to monitor information specific to your model training runs, see the following documents: The information in this document is primarily for administrators, as it describes monitoring for the Azure Machine Learning service and associated Azure services.
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