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Microsoft AI-200 Exam Syllabus Topics:

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. Your team wants to track token usage, latency, and error rates for an Azure OpenAI-backed application in production, with alerting on anomalies. What should you configure?

A) Prompt flow variant comparison
B) Azure AI Search analytics
C) Azure Monitor with diagnostic settings and metric alerts on the Azure OpenAI resource
D) Azure AI Vision image analysis

2. You need to detect whether an uploaded image contains adult or violent content before allowing it to be posted to a public forum. What should you use?

A) Azure AI Face API
B) Azure AI Custom Vision object detection
C) Azure AI Content Safety image moderation
D) Azure AI Document Intelligence

3. Hotspot Question
You are developing several microservices to run on Azure Container Apps.
You need to monitor and diagnose the microservices.
Which features should you use? To answer, select the appropriate feature in the answer area.
NOTE: Each correct selection is worth one point.

4. Your Azure AI Search index must support both exact keyword matches on product SKUs and semantic similarity search on product descriptions in a single query. What should you configure?

A) A hybrid search index combining vector fields and searchable text fields
B) A keyword-only index
C) Two completely separate indexes queried independently
D) A vector-only index

5. Hotspot Question
You have a web service that is used to pay for food deliveries. The web service uses Azure Cosmos DB as the data store.
You plan to add a new feature that allows users to set a tip amount. The new feature requires that a property named tip on the document in Azure Cosmos DB must be present and contain a numeric value.
There are many existing websites and mobile apps that use the web service that will not be updated to set the tip property for some time.
How should you complete the trigger?
NOTE: Each correct selection is worth one point.

Solutions: