Module Assessment

1.

You're building an AI content moderation application. You need to emit events when your inference service completes a classification. What type of Event Grid topic should you use to publish these events?

A custom topic

A system topic

An Event Hubs topic

2.

You're designing custom events for an AI pipeline and want to enable subscribers to filter events based on which pipeline stage produced them. Which CloudEvents attribute is best suited for path-based filtering with prefix and suffix matches?

The subject attribute

The type attribute

The source attribute

3.

Your AI handler endpoint occasionally experiences cold-start latency that exceeds 30 seconds. You want to ensure events are still delivered successfully after the handler warms up. What should you do?

Rely on Event Grid's automatic retry mechanism with exponential backoff

Configure a dead-letter destination to capture timed-out events

Set the event time-to-live to 30 seconds to match the timeout

4.

You need to route AI moderation events to different handlers based on whether the content was flagged for review. The flagged status is stored in the data.status field of the event payload. Which filtering approach should you use?

Advanced filtering with the StringIn operator on data.status

Event type filtering with --included-event-types

Subject filtering with --subject-begins-with

5.

You're deploying an AI inference service to Azure Functions and need to publish events to an Event Grid custom topic. What authentication approach should you use for production workloads?

Microsoft Entra ID with a managed identity assigned to the function app

Access key authentication using the aeg-sas-key header

Store the access key in the function app's application settings

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