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Answer: Event Grid
Event Grid is the correct choice because it is specifically designed for event-driven architectures in Azure and integrates natively with Azure Machine Learning to monitor data drift events. When data drift is detected in Azure ML datasets, Event Grid can automatically publish events that trigger retraining pipelines. Azure Functions (B) could be used as an event handler but isn't the primary service for monitoring data drift events. Event Hubs (C) is for high-throughput data ingestion, not event routing. Logic Apps (D) is for workflow automation but doesn't directly monitor Azure ML data drift events. The community discussion shows 100% consensus on Event Grid with upvoted confirmation that it's the correct service for this data drift monitoring scenario.
Author: LeetQuiz Editorial Team
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You manage an Azure Machine Learning workspace and need to configure an event-driven process. Which Azure service should you use to trigger a retraining pipeline in response to data drift detected in your Azure Machine Learning datasets?
A
Event Grid
B
Azure Functions
C
Event Hubs
D
Logic Apps
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