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Microsoft AI-200 Exam Syllabus Topics:

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You deploy a production Azure Function app that connects to an Azure SQL Database.
The solution must provide the following functionality:
- Prevent secrets from being exposed in source control.
- Support secret rotation without redeploying the function app.
- Avoid downtime during credential updates.
You need to configure secure and maintainable secret management.
What should you configure?

A) Environment variables in local.settings.json
B) Hard-coded connection string in the startup class
C) Application settings with Key Vault references
D) Parameter file stored in source control

2. You need to ensure that responses from your Azure OpenAI application include citations back to the specific source documents used, to support user trust and verification. What should you implement?

A) Increase top_p to broaden token sampling
B) Enable higher content filter severity
C) Configure the RAG pipeline to return retrieved document metadata (source, page) alongside generated answers and instruct the model to cite them
D) Use only the base model with no retrieval

3. A container in an AKS cluster repeatedly restarts.
Pod events show probe failures, although node-level CPU and memory metrics are normal.
You need to diagnose the cause of the repeating restarts.
What should you do first?

A) Decrease the initialDelaySeconds for the container liveness probe.
B) Scale the deployment to more replicas.
C) Inspect the pod events and container logs.
D) Drain and reboot the node hosting the pod.

4. You develop a message-processing service deployed to Azure Container Apps. The service reads messages from an Azure Service Bus queue.
The solution must minimize costs by ensuring NO compute resources are consumed when the queue is empty.
You need to configure scaling for the service.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Configure a Kubernetes Event-driven Autoscaler rule that monitors queue length.
B) Increase the scaling rule to allow for the maximum running replica count.
C) Enable HTTP ingress concurrency scaling.
D) Configure the scaling rule to allow for the termination of all active replicas.

5. Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear on the review screen.
You are preparing a production deployment for an Azure Function app. The app will run across multiple environments.
The solution must support environment-specific configuration and prevent secrets from being stored in source control.
You need to develop the solution.
Solution: Use App Configuration with Key Vault references to store environment-specific settings and secrets, accessed from the function app by using a managed identity.
Does the solution meet the goal?

A) No
B) Yes

Solutions: