Microsoft : AI-200 Questions & Answers

Updated: Aug 08, 2026

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

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. Your solution must answer questions about numeric data in large Excel-based reports (e.g.,
"What was Q3 revenue for the West region?"). Which approach is most appropriate?

A) Convert data to a structured table/SQL source and use a function-calling agent to query it
B) Rely on the model's parametric knowledge
C) Store the Excel data as unstructured text and embed it for vector search
D) Use Azure AI Vision to read the spreadsheet as an image


2. You deploy an AI application across multiple Azure regions.
The application must be able to view writes across all regions within a predictable time window.
You need to determine the appropriate consistency level.
What are two consistency levels you can use to achieve the goal? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A) Strong
B) Bounded staleness
C) Eventual
D) Session


3. Your application stores conversation history so a multi-turn chatbot can reference earlier turns, but the context window is limited. You need to keep the most relevant history within token limits.
What should you implement?

A) Increase max_tokens for output only
B) Truncate all history after 2 turns
C) Store history only in the client and never send it to the model
D) Summarize older turns and retain recent turns verbatim


4. Drag and Drop Question
You are developing a .NET application that uses Azure Cosmos DB for NoSQL to store application data.
The application uses the Azure Cosmos DB for NoSQL SDK to interact with the database account.
The application must perform the following tasks:
- Initialize the connection by using the account endpoint and key.
- Define shared throughput.
- Perform create, read, update, and delete (CRUD) operations on items
stored in a container.
You need to implement the SDK components required for the application to access and manage data in Azure Cosmos DB for NoSQL.
Which SDK components should you use? To answer, move the appropriate components to the correct requirements. You may use each component 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.


5. You are designing an Azure Function that will process orders from a new Azure Service Bus queue.
You need to prevent the system from processing messages more than once and preserve failed messages for investigation.
Which two actions should you implement? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Enable sessions on Service Bus.
B) Enable duplicate detection on the queue.
C) Include a dead-letter handling process.
D) Process orders by using an HTTP trigger.


Solutions:

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

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