Free AI-200 practice test — 507+ AI-200 practice questions with detailed explanations across all 4 official AI-200 exam domains. Every set is scored and drawn from the live question bank — so you practise exactly what the exam tests, not outdated dumps.
Courseiva includes 507+ Microsoft Certified: Azure AI Cloud Developer Associate (AI-200) (AI-200) practice questions across the official exam domains.
Feature
Courseiva
This free AI-200 practice test mirrors the structure and difficulty of the real Microsoft Certified: Azure AI Cloud Developer Associate (AI-200) (AI-200) exam. Every question is written against the official 2026 exam blueprint published by Microsoft, ensuring you practise exactly what the exam tests — not last year's objectives.
The AI-200 blueprint is divided into 4weighted domains. Questions on this page are distributed proportionally across each domain, so the mix you see here reflects the same weighting you'll face on exam day. High-weight domains like Data Management Services And Vector Search and Event Driven Integration contribute the most questions, meaning focused practice on these areas gives you the highest return on study time.
AI-200 Exam Blueprint — 4 Domains
Data Management Services And Vector Search
Event Driven Integration
Containerized AI Workloads
Security And Observability
37 numbered sets, 4 domain question banks, and targeted sessions — every page is a unique set of questions.
Choose all correct answers
Each chapter page covers one topic in depth — theory, key concepts, and focused practice questions. Use these to close knowledge gaps before returning to full practice tests.
Getting the most from practice questions requires more than just clicking through answers. Here is the study method used by candidates who pass AI-200 on their first attempt:
Answer before revealing
Read each AI-200 question fully, eliminate obviously wrong choices, then commit to an answer before clicking to reveal. This active recall process is what builds lasting knowledge.
Read every explanation
Even when you answer correctly, read the full explanation. Knowing WHY the right answer is correct — and why the distractors are wrong — is what separates a 750 score from a 900 score.
Track weak domains
Note which AI-200 domains you get wrong most often. Then do a targeted 20-30 question session focused only on that domain until your accuracy improves.
Simulate exam pacing
The real AI-200 gives you roughly 0.6 minutes per question. Use the 60 or 120-question sessions to practise hitting that pace comfortably.
Most candidates who pass AI-200 on their first attempt report doing between 400 and 800 practice questions over 4–8 weeks of preparation. With 507+ questions in the Courseiva bank, you have more than enough material to build that repetition without seeing the same question twice.
Answer each question to reveal the full explanation and correct answer. This starter set is drawn from all 4 exam domains in blueprint proportion. Use the session selector to start a longer focused practice run.
You are configuring vector search in Azure Cosmos DB for NoSQL. You want to ensure that vectors are indexed using the DiskANN algorithm for high recall and fast search performance. Which index type should you specify in the vector embedding policy?
Select an answer to reveal the explanation
You want to view real-time standard output logs from a container running in Azure Container Instances named 'ai-inferencing-aci'. Which Azure CLI command should you run?
Select an answer to reveal the explanation
You have an Azure Container Registry and an Azure Kubernetes Service cluster in different Azure regions. You want to ensure that AKS nodes pull container images from a local regional endpoint to minimize latency and cross-region data transfer fees. What feature should you configure on ACR?
Select an answer to reveal the explanation
You are troubleshooting an AI inference container in Azure Container Apps that fails to start because it cannot pull the base image from Azure Container Registry. Authentication fails with an unauthorized error. What is the recommended way to grant the Container App access to ACR?
Select an answer to reveal the explanation
You are deploying a custom AI model container to Azure Container Apps. The container listens on port 8080 and requires health probes to verify readiness before routing traffic. How should you configure the probes?
Select an answer to reveal the explanation
You need to deploy a real-time object detection model inside an Azure Container App. The application requires immediate scale-out when the queue length of incoming image processing requests exceeds a threshold. Which scaling rule type should you configure?
Select an answer to reveal the explanation
Your team pushes custom AI model container images to Azure Container Registry (ACR). Company policy states that all container images must be automatically scanned for Common Vulnerabilities and Exposures (CVEs) upon push. Which ACR service tier must you use to meet this requirement using Microsoft Defender for Cloud?
Select an answer to reveal the explanation
You are setting up auto-scaling for a containerized AI web app in Azure Container Apps. You want to scale based on the number of concurrent HTTP requests. Which scaler do you use?
Select an answer to reveal the explanation
You need to store custom AI container images in a private registry hosted within Azure. Which Azure service provides a managed Docker registry service?
Select an answer to reveal the explanation
You have an AI model container that takes 10 seconds to load weights into memory upon startup. Users report HTTP 503 errors immediately after deployment because traffic is routed to the container before it is ready. Which probe should you configure?
Select an answer to reveal the explanation
You are deploying a custom PyTorch model container image to Azure Container Apps. The container needs to scale out based on HTTP concurrent requests. Which built-in scale rule type should you configure in Azure Container Apps?
Select an answer to reveal the explanation
You have an AI model container hosted in Azure Container Registry. You want to ensure that every container image pushed to the registry is automatically scanned for known vulnerabilities before deployment. Which ACR feature should you enable?
Select an answer to reveal the explanation
You are configuring GPU time-slicing on an AKS cluster to maximize GPU utilization for multiple lightweight AI inference containers sharing a single NVIDIA A100 GPU. Where must you define the time-slicing configuration profile?
Select an answer to reveal the explanation
You have an AI scoring script that runs periodically. You want to execute this containerized workload on a schedule without managing virtual machines. Which Azure service is best suited for running containerized batch jobs on a schedule?
Select an answer to reveal the explanation
You need to deploy a containerized AI model to Azure Container Apps and configure it to scale based on Azure Service Bus queue messages. Which scaler should you specify?
Select an answer to reveal the explanation
You are configuring TLS termination for an AI model API hosted in Azure Container Apps using a custom domain name. Where must you upload or configure the custom SSL certificate?
Select an answer to reveal the explanation
You need to deploy a set of batch AI processing containers in Azure Container Instances that run to completion and then terminate. Which container group restart policy should you select?
Select an answer to reveal the explanation
You are setting up image builds for a multi-architecture (AMD64 and ARM64) AI model container using Azure Container Registry Tasks. Which command or feature should you use to build images for both architectures simultaneously?
Select an answer to reveal the explanation
You are troubleshooting high latency in an AI inference workload on AKS. You suspect the issue is caused by container startup time (cold starts). Which feature helps mitigate this?
Select an answer to reveal the explanation
You are running a distributed AI training job on AKS using MPI. Which network configuration is critical for performance?
Select an answer to reveal the explanation
Answer all 20 questions to see your domain score breakdown
A structured study plan dramatically increases your chances of passing AI-200 on the first attempt. The most effective approach combines reading the official Microsoft documentation or a study guide, watching video explanations for difficult concepts, and then reinforcing everything with daily practice questions.
We recommend the following weekly structure for AI-200 preparation:
Cover each AI-200 domain systematically. Read the exam objectives, watch explanatory content, and do 10–20 practice questions per domain to test understanding as you go.
Run full 50–60 question mixed sessions daily. Review every wrong answer in detail. Identify which domains are consistently scoring below 70% and revisit those study materials.
Do 100–120 question timed sessions to simulate real exam conditions. Aim for consistent scores above 80% before booking your exam date. A score above 80% in practice typically translates to a passing AI-200 score.
On exam day, the AI-200 tests your ability to apply knowledge to realistic scenarios — not just recall definitions. This is why reading explanations and understanding the reasoning behind every answer matters more than simply grinding question volume. Use the high-count sessions (100, 120) in the final weeks as your confidence benchmark.
Questions
200
On the real exam
Time limit
120 min
0.6 min per question
Passing score
700/1000
Scaled scoring
The AI-200 exam uses a scaled scoring system — your raw score of correct answers is converted to a score out of 1000. A passing score of 700/1000 does not mean you need 70% of questions correct; the conversion accounts for question difficulty. Consistently scoring above 75–80% on practice tests puts you in a strong position to achieve 700/1000 on the real exam.
Scenario-based questions covering exam objectives with detailed answer explanations.
Yes. Courseiva provides free Microsoft Certified: Azure AI Cloud Developer Associate (AI-200) (AI-200) practice questions with explanations across the official exam domains. Start with a quick practice test, then continue with topic-based practice, mock exams, missed-question review, bookmarked questions, weak-topic recommendations, and readiness tracking. No account required. Create a free account to unlock per-domain analytics and progress tracking across every certification on the platform. Courseiva is free forever, supported by advertising.
Every question is written against the official AI-200 exam blueprint published by Microsoft. Our questions follow the same wording style, scenario complexity, and answer structure as the actual exam. They are original questions — not brain dumps — so you learn the underlying concepts and reasoning, not just memorised answers. Candidates who study with brain dumps often pass but have no transferable knowledge; Courseiva questions make you genuinely competent.
Most candidates who pass AI-200 on their first attempt do 30–60 questions per day. Use the Quick 10 session for daily warm-ups when you are short on time. On study days, run a 50 or 60-question session to build stamina. Reserve 100 and 120-question sessions for the final two weeks when you want to simulate real exam conditions and benchmark your readiness.
The AI-200 covers 4 domains: Data Management Services And Vector Search, Event Driven Integration, Containerized AI Workloads, Security And Observability. Each domain carries a different weight, so allocate your study time accordingly. The highest-weighted domains — Data Management Services And Vector Search and Event Driven Integration — should receive the most attention.
Exam dumps are memorised question-and-answer lists taken from actual exam papers, often obtained illegally and shared without Microsoft's authorisation. Using them violates your NDA and Microsoft's certification agreement, and can result in certification revocation. Courseiva questions are 100% original — written by certified engineers to test the same knowledge areas using new scenarios and wording. You learn the material, not just the answers.
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