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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 01, 2026

Q & A: 157 Questions and Answers

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Microsoft AI-200 Exam Syllabus Topics:

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

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

Question 1

You are designing an Azure Database for PostgreSQL table for semantic search. Queries frequently filter on the created_at column.
The schema must support vector similarity search and reliable date filtering.
You need to ensure that the table meets the requirements.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A. Store created_at as a free-form string.
B. Store embeddings in a pg vector column.
C. Use a typed timestamp column for created_at.
D. Store embeddings in a varchar column.


Question 2

Drag and Drop Question
You are developing a new page for a website that uses Azure Cosmos DB for data storage. The feature uses documents that have the following format:

You must display data for the new page in a specific order. You create the following query for the page:

You need to configure an Azure Cosmos DB policy to support the query.
How should you configure the policy? To answer, drag the appropriate JSON segments to the correct locations. Each JSON segment may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.


Question 3

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


Question 4

A customer support bot built with Azure AI Foundry Agent Service must ground its answers strictly in an internal knowledge base and avoid hallucinating unsupported facts. What should you implement?

A. Increase temperature to encourage exploration
B. Disable content filtering to allow more flexible answers
C. Connect the agent to an Azure AI Search knowledge source and instruct it to answer only from retrieved content
D. Use a larger context window model with no retrieval


Question 5

Drag and Drop Question
You are configuring an Azure-hosted AI application that uses Azure App Configuration to manage its runtime settings.
The application must provide the following functionality:
- Support percentage-based, targeted rollouts.
- Maximize token limits per request.
- Store a key that is retrieved securely at runtime.
- Reference a list of supported deployment regions.
You need to configure the App Configuration features for the app.
Which features should you configure? To answer, move the appropriate App Configuration features to the correct configuration items. You may use each App Configuration features once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.


Solutions:

Question 1
Answer: B,C
Question 2
Answer: Only visible for members
Question 3
Answer: D
Question 4
Answer: C
Question 5
Answer: Only visible for members

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