Microsoft Developing AI Cloud Solutions on Azure : AI-200

  • Exam Code: AI-200
  • Exam Name: Developing AI Cloud Solutions on Azure
  • Updated: Jul 24, 2026
  • Q & A: 93 Questions and Answers

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Microsoft AI-200 Exam Syllabus Topics:
SectionObjectives
Implement Azure AI solutions- Implement natural language processing solutions
- Implement knowledge mining with Azure AI Search
- Implement computer vision solutions
- Implement generative AI solutions using Azure OpenAI
Plan and manage Azure AI solutions- Monitor and optimize AI solutions
- Select appropriate Azure AI services
- Plan security and compliance requirements
Implement and monitor AI workloads- Deploy AI models and services
- Monitor performance and troubleshoot issues
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You deploy multiple instances of a change feed processor to handle a high ingestion rate within Azure Cosmos DB for NoSQL.
Each processor instance must process a different subset of partitions.
You need to ensure the workload is load-balanced across all processor instances.
What should you configure?

A) lease container
B) strong consistency
C) indexing precision
D) autoscale throughput


2. Hotspot Question
You deploy a Linux container image to App Service.
The container requires the following environment variables at runtime:
- A non-sensitive configuration value named MODEL_VERSION
- A database password that must remain secure
You need to configure App Service to provide these environment variables at runtime.
Which configurations should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


3. A large retail company operates online and physical stores. The company tracks inventory levels in real time to manage stock efficiently across all locations. You develop an Azure Event Grid solution to handle events generated by the inventory management system deployed to Azure.
You need to implement a subscription filter that dynamically adjusts to seasonal changes in product demand.
Which event filter should you use?

A) A subscription filter that uses a label filter to include events tagged with seasonal promotional codes
B) An advanced filter using a Boolean condition that evaluates multiple data fields, including a season field within the event data
C) A static subject filter that targets events with a subject ending in "/seasonal/inventory"
D) A prefix filter on the event type field that matches the current season's name


4. Hotspot Question
A Python web API uses OpenTelemetry for tracing. The call_downstream_service function makes an outbound HTTP request by using the requests library.
The following code is the only OpenTelemetry configuration in the application:

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.


5. You are choosing an embedding strategy for a RAG solution. Documents range from 2 to 200 pages. You need to preserve semantic coherence while staying within embedding model token limits. What should you do?

A) Convert documents to images and use image embeddings
B) Chunk documents into smaller overlapping segments before embedding
C) Embed each entire document as a single vector
D) Use only document titles for embedding


Solutions:

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

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