logo

Microsoft AI-200 Exam Questions & Verified Answers

Prepare for Azure AI Cloud Developer Associate with expert-reviewed AI-200 questions and answers. Try free samples, strengthen your understanding and rehearse your timing in the simulator.

220
Practice questions
Previews from the AI-200 free simulator sample

Try Free AI-200 Practice Questions

Explore the questions below, browse the question library or try a free five-question simulator sample to find the study format that works for you.

View 110 free questions
Question 1
You need to configure Azure Functions to generate vector embeddings according to planned environment application architecture. Which trigger type should you use?
Question 2
You need to configure event-driven scaling for the backend API services to meet the technical requirements. Which settings should you use for each element? To answer, move the appropriate settings to the correct elements. You may use each setting 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.
Question 3
A company develops an application that runs in Azure App Service. The application currently stores all runtime configuration, including database credentials, in App Service application settings. The App Service app has a system-assigned managed identity. The company plans to migrate the configuration to Azure App Configuration and Azure Key Vault. Neither resource has been created. The company requires a solution that meets the following requirements: Centralize non-secret configuration in Azure App Configuration. Store database credentials in Azure Key Vault. Use the App Service managed identity to access the configuration and secrets. Allow updated configuration values and rotated secrets to be loaded without redeploying the application. You need to migrate the application configuration to Azure App Configuration and Azure Key Vault. In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.
Question 4
A company develops a support assistant application for multiple business units. The application stores the following data in an Azure Database for PostgreSQL table: A text chunk A vector embedding A business-unit identifier A document status At request time, the application receives a question and the identity of the user’s business unit. The solution must: Retrieve content only from the user’s business unit. Exclude documents that are not approved. Rank the remaining content by semantic similarity. Use the retrieved text to ground the generated response. You need to implement the request-time retrieval workflow. Which five actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Question 5
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear on the review screen. You are preparing a production deployment for an Azure Function app. The app will run across multiple environments. The solution must support environment-specific configuration and prevent secrets from being stored in source control. You need to develop the solution. Solution: Store production secrets in environment variables set by the Dockerfile. Does the solution meet the goal?
Question 6
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear on the review screen. You are preparing a production deployment for an Azure Function app. The app will run across multiple environments. The solution must support environment-specific configuration and prevent secrets from being stored in source control. You need to develop the solution. Solution: Use App Configuration with Key Vault references to store environment-specific settings and secrets, accessed from the function app by using a managed identity. Does the solution meet the goal?

Download AI-200 Sample Questions

Download up to 10 single-answer or multiple-answer questions with recorded answers from the latest five captured sessions. The sample uses questions from the free half first, then the paid half if needed.

Study Tools for Your AI-200 Preparation

Start with a sample, then choose the study tools that fit your revision. Paid access covers this exam for the duration of your selected plan.

Check Your Knowledge with Verified Answers

Work through questions checked by expert trainers before publication. Review your answers to identify what you understand and where to spend more time.

Practise Exam Timing in the Simulator

Use learning, practice or timed exam mode to build familiarity and work on pacing. Vendor-style layouts and supported interactions vary by exam.

Choose How You Read and Review

With paid access, display 6, 10, 25, 50 or 100 questions per page, choose a question range, focus on hot questions and show answers while reading.

Discuss Individual Questions

Ask about a question, compare perspectives and contribute an answer vote. Use the discussion to explore reasoning alongside the expert-reviewed answer.

Download Questions for Offline Revision

Try a PDF sample of up to 10 questions. Paid reading access also offers PDF export for supported single- and multiple-choice questions, answers and images. Interactive formats stay on the website.

Keep Track of Your Exam Access

Unlock the full question bank and simulation features without CAPTCHA checks. Find purchased exams, direct study links and expiry dates in your profile.

Azure AI Cloud Developer Associate

AI-200 Exam Topics and Study Plan

Skills Covered by the Exam

Use these topics from the linked official guide to plan your preparation for AI-200. Check the current guide before booking, because objectives can change.

  • Develop containerized solutions on Azure20–25%
  • Develop AI solutions by using Azure data management services25–30%
  • Connect to and consume Azure services20–25%
  • Secure, monitor, and troubleshoot Azure solutions20–25%

Official exam weights describe the vendor’s blueprint. They do not measure coverage in this question bank.

Recommended Experience Before You Start

Before preparing for AI-200, check Microsoft's current eligibility and experience guidance. Compare the published objectives with work you have completed and plan hands-on practice for gaps.

Plan Your Revision

Suggested preparation sequence; adjust the pace to your experience.

  1. 1

    Check the current objectives

    Make a checklist from the official AI-200 objectives and mark the skills you can already demonstrate.

  2. 2

    Build understanding

    Study one objective at a time. Use official documentation and practical exercises to work on gaps.

  3. 3

    Practise and review

    Use the AI-200 question library to check your understanding. Review why each answer is correct before moving on.

  4. 4

    Rehearse and revisit

    With paid access, run a timed simulation. Revisit weaker topics and repeat practical exercises before booking your exam.

Official Microsoft Study Resources

This date refers to the exam guide, not the review date of every question.

AI-200 Practice and Access FAQs

Understand review, study tools and access before choosing your next step.

Who verifies the questions and answers?

Subject matter expert trainers in each niche review every question and answer before it enters the ExamPrepare database. Answer votes and discussions add perspectives after publication; they do not replace this review. Learn more on our methodology page.

How closely does the simulator match an exam?

The simulator uses vendor-style layouts and supported question interactions to help you practise navigation and pacing. Choose learning, practice or timed exam mode. Formats vary by exam; try the five-question sample to see the experience available for your certification.

What are hot questions?

Hot questions help you prioritise questions with stronger reporting or answer-vote activity. In the reading library, the filter selects questions with at least three recorded sightings or at least three votes for an answer. It has no recency cutoff and does not predict your exam questions. Use it alongside weaker topics and the exam objectives.

Can I read questions without starting a simulation?

Yes. Paid reading access lets you display 6, 10, 25, 50 or 100 questions per page, select a question range, filter for hot questions and show answers while reading. Choose the simulator whenever you want a learning, practice or timed exam session.

Can I download questions and answers as a PDF?

Each exam overview offers a free PDF sample of up to 10 supported questions. With paid reading access, you can also export supported single- and multiple-choice questions with their answers and images. Interactive question formats need the website and are not included as interactive PDF exercises.

How do votes and discussions relate to verified answers?

SME trainers review the questions and answers before publication. Imported answer reports show aggregate responses, while on-site votes and comments reflect participation on ExamPrepare. Use discussion to compare reasoning and investigate disagreements; a majority vote alone does not prove an answer correct.

What does a purchase unlock?

A purchase unlocks the complete question bank for the selected exam, access without CAPTCHA checks, reading controls, supported PDF exports and full learning, practice and timed simulation features. It covers that exam for the duration of the plan you choose, rather than every certification in the catalogue.

Where can I find my purchased exams and expiry dates?

Sign in to the account used for your purchase and open your profile. Your purchased exam library shows study links and access expiry dates so you can return to an exam and check how much access time remains.

View all feature FAQs
bg

Find Your Next Certification Practice Exam

Choose your certification to explore verified answers, free question samples and exam simulations.