Microsoft Developing AI Cloud Solutions on Azure : AI-200

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Microsoft AI-200 Exam Syllabus Topics:

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You are developing an AI-powered API that retrieves connection strings and API keys from Azure Key Vault.
You must configure a solution that provides the following security functionality:
- The API must authenticate to Key Vault without storing credentials in any application configuration files.
- The identity used by the API must have only the minimum permissions
necessary to read secrets.
- The configuration must minimize the blast radius if an identity or
credential is compromised.
You need to implement a secure access strategy for the API.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Store a secret value in Azure App Configuration.
B) Grant the Key Vault Secrets User role at vault scope.
C) Use system-assigned managed identity.
D) Assign the Key Vault Administrator role at subscription scope.

2. You are designing an Azure Function app that exposes a public API.
The solution must:
- Validate incoming request data and return results immediately to the
caller.
- Support Microsoft Entra ID authentication.
- Guarantee idempotent processing when the same request is retried.
- Scale automatically under variable load.
- Avoid duplicate processing.
You need to implement a trigger.
Which trigger should you implement?

A) Azure Queue storage
B) Service Bus topic
C) HTTP
D) Azure Event Grid

3. Your application must classify uploaded product images into one of 40 custom categories specific to your business (e.g., proprietary part numbers). What should you use?

A) Azure AI Document Intelligence
B) Azure AI Vision prebuilt image analysis
C) Azure AI Custom Vision (image classification)
D) Azure AI Face API

4. You process Azure Service Bus messages that require a dependent external API call.
If the API is temporarily unavailable, you must delay processing of the message without incrementing the delivery count.
You need to find a way to process the message when the API is available while keeping the message accessible.
Which message action should you perform?

A) Dead-letter
B) Abandon
C) Defer
D) Complete

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

Solutions: