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Answer: Event Grid subscription
The question requires configuring an event-driven workflow that triggers automatically when training runs complete in an Azure ML workspace, with minimal administrative effort. Azure Event Grid subscription (Option A) is the optimal choice because Azure ML natively emits 'run completed' events that Event Grid can capture and route to subscribers, enabling event-driven workflows without polling or complex setup. This aligns with the community consensus (100% selected A, upvoted comments) and Azure best practices for low-effort event-driven automation. Option B (Azure Automation runbook) requires more administrative effort to set up triggers. Option C (Event Hubs Capture) is for streaming data capture, not workflow triggers. Option D (Event Hubs consumer) is for processing event streams, not triggering workflows from Azure ML events.
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You create an Azure Machine Learning workspace. You need to configure an event-driven workflow that is automatically triggered when training runs complete. The solution must minimize administrative effort for the trigger configuration.
Which Azure service should you use to automatically trigger the workflow?
A
Event Grid subscription
B
Azure Automation runbook
C
Event Hubs Capture
D
Event Hubs consumer