AI-200 practice examsFinished
Microsoft Certified: Azure AI Cloud Developer Associate
Building the back end of AI solutions on Azure: developing and orchestrating containerised apps with Container Registry, Container Apps and AKS, building AI on Azure data services (Cosmos DB, PostgreSQL with pgvector and Managed Redis) with vector search and RAG, connecting through Service Bus, Event Grid and Functions, and securing, monitoring and troubleshooting with Key Vault, App Configuration and OpenTelemetry.
What you get
Papers are cut from the bank and weighted like the real exam, and no question appears in two of them. Every wrong answer comes back on later days until you have it right.
What the exam covers
| Develop containerized solutions on Azure | 20-25% |
| Develop AI solutions by using Azure data management services | 25-30% |
| Connect to and consume Azure services | 20-25% |
| Secure, monitor, and troubleshoot Azure solutions | 20-25% |
Two sample questions
1. What does a reranking step add after initial retrieval?
- A closer relevance judgement over the top candidates — correct
- A larger set of candidate documents to consider
- A cache holding the generated answers for reuse
- A stricter consistency guarantee on the reads
Why: Reranking applies a more expensive relevance model to the shortlist retrieval produced.
2. Apart from Docker images, which two artifact kinds does ACR manage?
- Virtual machine disk images
- Helm charts and OCI artifacts — correct
- Azure Functions zip packages
- SQL database backup files
Why: Beyond Docker images, ACR is a managed registry for Helm charts and OCI artifacts too.
The real AI-200 exam
| Length | 120 minutes |
|---|---|
| Questions | 40-60 |
| Pass mark | 700 out of 1000 |
| Price | Standard Microsoft exam pricing; varies by region |
| Recommended before you sit it | Proficiency in Python, Azure and third-party SDKs, Azure data management, messaging and eventing, vector databases, and containerised applications on Azure. |
| Valid for | One year; renew free on Microsoft Learn |
Exam facts as published by Microsoft; always check the vendor’s page before you book.
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