AI-200 Microsoft · AI Cloud Developer

AI-200 practice test

Developing AI Cloud Solutions on Azure. Practice exam aligned to the AI-200 skills measured (October 2026): containers on Azure, Cosmos DB, PostgreSQL and Redis for AI workloads, messaging and Functions, and securing and monitoring solutions.

  • 6 practice tests + challenge test
  • 350 questions
  • 40 questions, 100 min per test
  • Pass at 70%

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Free AI-200 sample questions

3 questions from the free diagnostic, with answers and explanations.

Question 1 · Implement container application hosting

Which Azure service runs containerized apps serverlessly, scales to zero and scales on events, without you managing a Kubernetes cluster?

  1. Azure Container Apps
  2. Azure Kubernetes Service (AKS)
  3. Azure Container Instances
  4. Azure App Service for Containers
Show answer

Answer: A (Azure Container Apps)

Container Apps is a managed serverless container platform with KEDA-based scaling (including to zero). AKS gives full Kubernetes control but you manage the cluster.

Question 2 · Develop AI solutions by using Azure Cosmos DB for NoSQL

Refer to the code, which runs against a Cosmos DB for NoSQL container with a vector index on embedding. What does it return?

SELECT TOP 5 c.id, c.title, VectorDistance(c.embedding, @queryVector) AS score
FROM c
ORDER BY VectorDistance(c.embedding, @queryVector)
  1. The five items whose embeddings are closest to the query vector
  2. The five items whose embeddings are furthest from the query vector
  3. The five items with the highest full-text relevance for the query
  4. The first five items in the container, with a similarity score each
Show answer

Answer: A (The five items whose embeddings are closest to the query vector)

VectorDistance computes the similarity between each item's embedding and the query vector; ordering by it with TOP 5 returns the nearest neighbors.

Question 3 · Develop AI solutions by using Azure Database for PostgreSQL

Which extension adds a vector data type and similarity search operators to Azure Database for PostgreSQL?

  1. pgvector (the vector extension)
  2. PostGIS
  3. azure_ai
  4. pg_trgm (trigram matching)
Show answer

Answer: A (pgvector (the vector extension))

pgvector adds the vector type, distance operators and vector indexes such as HNSW. PostGIS is for geospatial data.

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What the AI-200 practice covers

Share of practice questions per skill area.

  • Develop AI solutions by using Azure Database for PostgreSQL14%
  • Monitor and troubleshoot Azure solutions14%
  • Implement container-orchestrated solutions12%
  • Develop AI solutions by using Azure Cosmos DB for NoSQL12%
  • Develop event- and message-based AI solutions12%
  • Implement container application hosting10%
  • Develop and implement Azure Functions10%
  • Implement secure Azure solutions10%
  • Integrate Azure Managed Redis in AI solutions6%

Question formats

  • Single choice
  • Multiple select
  • Hotspot (drop-down and yes/no)
  • Case studies
  • Exhibits (screenshots, diagrams and code)

Career path: AI Cloud Developer

Build the back end of AI apps on Azure: containers, vector-ready databases, messaging, Functions, security and monitoring.

  1. AZ-900
  2. AI-901
  3. AI-200

Guides

AI-200 practice test FAQ

Is there a free AI-200 practice test?

Yes. Create a free account and take the AI-200 free diagnostic: 10 questions across every skill area of the exam, with a study plan for the topics to work on. You can retake it as often as you like.

How many questions are in each ExamKite AI-200 practice test?

Each full practice test has 40 questions with a 100-minute timer, and you pass at 70%. There are 6 practice tests plus a harder challenge test, with 350 questions in total.

Which question formats does the AI-200 practice include?

Single choice, multiple select, hotspot (drop-down and yes/no), case studies and exhibits (screenshots, diagrams and code), the same formats you meet on the real exam.

Are these real AI-200 exam questions?

No. They are original questions written for ExamKite and mapped to the Microsoft skills outline, never copied from the real exam. Using leaked exam questions breaks the certification provider's exam rules and can get your certification revoked.

More answers in the full FAQ.

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