EnglishDeutschFrançaisEspañolPortuguês

Microsoft · AI-200 · Associate

Developing AI Cloud Solutions on Azure (AI-200) — Practice Questions and Mock Exam

Exam AI-200, Developing AI Cloud Solutions on Azure, leads to the Microsoft Certified: Azure AI Cloud Developer Associate certification and replaces AZ-204 (Azure Developer Associate), whose certification and renewal assessment are now retired.

Practice for freeTry a practice question first
Try a practice question firstPractice for free
Start practicing AI-200 freeBuy AI-200 access for $29.99
50Questions per Pass-IT mock exam
120minPass-IT mock exam time limit

Official AI-200 exam: 700 out of 1000 points to pass.

Checked against Microsoft · August 2026 · Current exam version

Try Pass-IT

See what learning with Pass-IT is like.

Answer a AI-200 sample question and read the explanation with its source. Right here, with no sign-up.

Develop AI solutions by using Azure data management services2 / 5

You back a document pipeline with the Azure Cosmos DB for NoSQL change feed in latest version mode. Deleting an item from the container will not produce a change feed event for that deletion.

AlexFull explanation from Alex

The change feed is a persistent, ordered log of item changes per logical partition, and it is the standard way to keep a downstream index (a vector store, a search index, a cache) in sync with Cosmos DB. Latest version mode gives you only the most recent state of each changed item, with unlimited retention. It intentionally omits deletes, which is exactly the case that silently leaves stale documents in a derived index.

Sourcelearn.microsoft.com

Develop AI solutions by using Azure data management services5 / 5

You create an Azure Managed Redis instance with the RediSearch module to store embeddings and run vector similarity queries for a semantic cache. The vector index must stay consistent with the stored hashes. Which eviction policy should you set?

AlexFull explanation from Alex

Azure Managed Redis supports vector similarity search through the RediSearch module, which you enable when you create the cache. Microsoft documents that RediSearch requires the Enterprise clustering policy and the NoEviction eviction policy. Eviction policies decide which keys Redis may remove under memory pressure. The default policy, volatile-lru, makes keys with a TTL eligible for eviction, and the allkeys policies make any key eligible, so none of them meets the RediSearch requirement. Microsoft also advises sizing the cache for both the vector data and the index overhead. Exam tip: RediSearch on Azure Managed Redis pairs with the NoEviction policy and the Enterprise clustering policy.

Sourcelearn.microsoft.com

How to prepare for AI-200 with Pass-IT.

Currently 431 practice questions for AI-200, with new ones added regularly. Focus on what you still need to learn.

Get past difficult questions.

Understand why an answer is correct. Alex explains the concepts and answers your follow-up questions so you can apply what you learn to the next task.

Meet Alex →

Try the available questions in the preview above.

Make your study time count.

Practice at your level.
For new practice sessions, Pass-IT adjusts the difficulty based on your previous answers.

Learn from mistakes.
Incorrect answers automatically become flashcards. When you review them, you rate how confidently you remember; Pass-IT schedules the next review.

See how focused practice works →

Try the available questions in the preview above.

Practice for the moment that counts.

Take a full mock exam with a time limit and find out whether you can finish in time.

Your AI-200 mock exam

Questions
50
Minutes
120

Illustration of an exam session

  1. Start
  2. Answer questions
  3. Finish

Length and time limit of the Pass-IT mock exam.

Go into your exam with more confidence.

Your Readiness Score helps you assess whether you are ready for the exam. Results by exam domain show you where you should keep practicing.

Your money back if you fail despite 80% Readiness.
If your Readiness Score is at least 80% when you take the exam and you still fail, we refund the Pass-IT purchase price for this certification.

For active, paid access. Submit proof of failing within 14 days.

Further guarantee conditions

You need at least 80% Readiness and active, paid access to the certification when you take the exam. Take the exam within your access period and submit official proof of failing within 14 days after the exam.

For purchases through Apple or Google, refunds are handled by the respective store. See the full terms for further details.

Read the guarantee terms →

The Readiness Score describes your practice progress, not a probability of passing.

Guarantee requirement

80%

At least 80% Readiness
when you take the exam

Money back if you fail

Question counts and mock exam settings from the current Pass-IT catalog.

Exam domains

What you practice for AI-200.

Exam topics, relevant practice and sources you can check.

Container hosting and orchestration20–25% of the exam101 QuestionsPass-IT questions

Build container images and run applications on Azure hosting services.

  • Build, store, version and manage images in Azure Container Registry, and automate image builds and runs with Registry Tasks.
  • Deploy containers to App Service and supply environment variables and secrets to the application.
  • Deploy Container Apps with environment settings, revisions and event-driven scaling through KEDA; deploy and manage AKS applications with manifests.
  • Investigate logs, events and end-to-end connectivity to monitor and troubleshoot AKS and Container Apps.
Official Microsoft objectives
Data stores, vectors and caching25–30% of the exam117 QuestionsPass-IT questions

Use Cosmos DB, PostgreSQL and Redis for data access and semantic retrieval.

  • Query Cosmos DB for NoSQL with its SDK, tune indexing and consistency for performance and Request Units, search stored embeddings and process changes with the change feed.
  • Query PostgreSQL through SDKs, design schemas and indexes, size compute, memory and storage for vectors, and optimize pgvector overhead, query latency and connections.
  • Store embeddings and run vector similarity searches in PostgreSQL, using metadata filters in retrieval-augmented generation workflows.
  • Use Azure Managed Redis for caching, expiration and invalidation, and build vector indexes for similarity search.
Official Microsoft objectives
Messaging, events and serverless APIs20–25% of the exam105 QuestionsPass-IT questions

Connect backend operations with messaging, event workflows and Azure Functions.

  • Queue and process work with Service Bus messages, topics and subscriptions, including handling dead-letter queues.
  • Build Event Grid workflows with filters, custom events and retry handling.
  • Build serverless APIs with Azure Functions triggers and bindings, then configure and deploy function apps.
Official Microsoft objectives
Configuration, secrets and diagnostics20–25% of the exam108 QuestionsPass-IT questions

Protect application settings and investigate behavior across distributed services.

  • Store and retrieve secrets with Key Vault and configure their rotation.
  • Store and retrieve application settings through Azure App Configuration.
  • Trace distributed operations with OpenTelemetry SDKs and query logs and metrics with Kusto Query Language.
Official Microsoft objectives
Question formats you can practice
Multiple Choice
Select one answer.
Multiple Response
Select multiple applicable answers.
True / False
Decide whether statements are true or false.
Drag & Drop
Match items to the appropriate targets.
Ordering
Put steps in the correct order.
Dropdown
Choose the appropriate entry from a dropdown list.

These are Pass-IT practice formats. Check the Microsoft certification page for the official exam information.

The ranges describe the weighting of exam topics. See Official Microsoft objectives for the current exam objectives.

Frequently asked questions

Your preparation

How much study time should I plan for AI-200?

For planning, Pass-IT estimates roughly 25–70 hours. Relevant experience may put you toward the lower end; starting from scratch may put you toward the higher end. Your needs may fall outside this range. This is not a time requirement from Microsoft or a promise that you will be exam-ready within that time.

What background does AI-200 assume?

Microsoft expects Python proficiency, familiarity with the Azure and third-party SDKs used on the platform, and working knowledge of data management, messaging and eventing, vector databases, container deployment and Azure monitoring. No certification is required to book it. The catalog budget is around 45 hours on top of that background.

Using Pass-IT

What language are Pass-IT questions in?

Questions in the app are currently in English. Translations of the sample questions on this page apply only to this preview. Check with Microsoft for the languages available for the official exam.

How long does my AI-200 access last?

Access covers this certification for 12 months. You pay once, with no automatic renewal.

When does the money-back guarantee apply?

The guarantee refunds the Pass-IT purchase price for this certification. You need eligible paid access and a Readiness Score of at least 80% from your practice results when you take the exam. This score can only reach 80% after at least 50 answered questions and is not a validated probability of passing. Take the exam during your access period and submit official proof of failing within 14 days. Guarantee terms

About the AI-200 exam

Where can I take the AI-200 exam?

Pearson VUE (test center or online proctored).

How long is the Developing AI Cloud Solutions on Azure exam?

The AI-200 exam has 50 questions and a 120-minute time limit.

What happens if you fail AI-200?

A second attempt is possible after 24 hours, with escalating waits after that and a maximum of five attempts in any 12-month period. Since the exam is new, the practical risk is preparing against AZ-204 material that no longer matches it.

Your preparation for AI-200

$29.99one-time

12 months of access for AI-200 · No automatic renewal

Buy AI-200 access

Questions in the app are currently in English.

Try 20 questions for freeFree account required. No credit card.

Already have an account? Log in

Prefer a subscription? View subscriptions →

Money back if you fail with at least 80% Readiness, for eligible purchases under the guarantee terms.

Guarantee terms

The guarantee refunds the Pass-IT purchase price for this certification. You need eligible paid access and a Readiness Score of at least 80% from your practice results when you take the exam. This score can only reach 80% after at least 50 answered questions and is not a validated probability of passing. Take the exam during your access period and submit official proof of failing within 14 days.

Full guarantee terms →

Related certifications

Administering Information Security in Microsoft 365Administering Microsoft Azure SQL SolutionsAdministering Windows ServerCollaboration Communications Systems EngineerAll Microsoft certifications →