Microsoft AI-200 : Developing AI Cloud Solutions on Azure

AI-200 real exams

Exam Code: AI-200

Exam Name: Developing AI Cloud Solutions on Azure

Updated: Sep 17, 2026

Q & A: 144 Questions and Answers

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Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Topic 1: Develop AI solutions by using Azure data management services- Work with Azure data platforms for AI workloads
  • 1. Data integration for AI applications
  • 2. Vector databases
  • 3. Azure data management services
Topic 2: Connect to and consume Azure services- Integrate Azure services
  • 1. Azure messaging and eventing
  • 2. Event-driven architectures
  • 3. Serverless integration patterns
  • 4. Third-party SDKs
  • 5. Azure SDKs
Topic 3: Secure, monitor, troubleshoot Azure solutions- Operate AI cloud solutions
  • 1. Security and secret management
  • 2. Troubleshooting Azure solutions
  • 3. Performance optimization
  • 4. Monitoring and observability
Topic 4: Develop containerized solutions on Azure- Implement containerized applications
  • 1. Manage containerized compute environments
  • 2. Implement scalable hosting patterns
  • 3. Deploy AI workloads in containers

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

Question #1

You need to deploy Azure Function resources and apps to meet the business and technical requirements.
What should you use?

  • A. GitHub Actions
  • B. Azure Functions Core Tools
  • C. Azure CLI
  • D. Local Git deployment
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

You plan to deploy a container to an Azure App Service API app named api1. You host the source code for api1 in a GitHub repository. The container uses the API key at runtime to connect to a backend service.
The container must be able to retrieve the API key at runtime without exposing it in the source repository or Git commit history. The API key must not be stored in application configuration directly. The API key must be accessed securely from Azure Key Vault.
You need to ensure that the API key is stored securely in Azure Key Vault and is available to the container at runtime without being exposed in source control or Git commit history.
Solution: Store the API key as a GitHub repository secret.
Does the solution meet the goal?

  • A. Yes
  • B. No
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #3

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.
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: Store connection strings in the Function app application settings configured in the Azure Portal.
Does the solution meet the goal?

  • A. Yes
  • B. No
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

An ACA app processes messages from an Azure Storage queue.
The app must scale automatically based on messages in a specific Azure Storage queue by using a Kubernetes Event-driven Autoscaler (KEDA) custom scale rule. You need to configure the required scale rule values.
Which two values should you configure? Each correct answer presents part of the solution. Choose two.
NOTE: Each correct selection is worth one point.

  • A. Maximum replicas
  • B. Queue name
  • C. Trigger type
  • D. Polling interval
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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Question #5

An AI application uses a database. The database credential rotates every 30 days.
The application currently requires a manual update each time the credential rotates.
You need to ensure that the application always uses the latest secret version without manual updates.
Which two actions should you perform? Each correct answer presents part of the solution. Choose two.
NOTE: Each correct selection is worth one point.

  • A. Retrieve secrets by specifying a version identifier.
  • B. Configure a Key Vault rotation policy.
  • C. Retrieve secrets without specifying a version identifier.
  • D. Cache the secret for 30 days.
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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