Question 40
Domain 5: Monitor, retrain, and manage ML lifecycleYou need to monitor your training jobs in Azure Machine Learning. You configure Diagnostic settings and select the category AmlRunStatusChangedEvent. Does this solution meet the goal of monitoring training job status changes?
Correct answer: A
Explanation
Yes. The diagnostic category "AmlRunStatusChangedEvent" is used for Azure Machine Learning run status changes, so enabling it in Diagnostic settings lets you monitor training job status changes. Those events can be routed to destinations such as Log Analytics or Event Hub for tracking.
Why each option is right or wrong
A. Yes, because AmlRunStatusChangedEvent captures Azure Machine Learning run status changes and can be sent to a destination such as Log Analytics or Event Hub.
Azure Machine Learning diagnostic logs include the **AmlRunStatusChangedEvent** category for run lifecycle changes, so enabling it under **Diagnostic settings** captures training job status transitions. Per Azure Monitor diagnostic settings, those logs can be routed to supported destinations such as **Log Analytics**, **Storage account**, or **Event Hub**, which makes them suitable for monitoring job status changes.
B. No, because Diagnostic settings cannot be used with Azure Machine Learning workspaces to monitor job events.