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Updated: Jul 24, 2026

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Microsoft AI-200 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing and Implementing a Microsoft Azure AI Solution
Exam Number:AI-200 / AI-102
Exam Price:USD 165 (varies by region)
Related Certifications:Azure AI Fundamentals
Azure Data Scientist Associate
Passing Score:700/1000
Exam Duration:100-120
Available Languages:English, Japanese, Chinese (Simplified), Korean, German, French, Spanish
Real Exam Qty:40-60
Exam Format:Multiple choice, Multiple response, Case studies, Scenario-based questions
Certificate Validity Period:1 year (renewable through Microsoft Learn assessment)
Recommended Training:Azure OpenAI Service Documentation
Microsoft Learn Azure AI Engineer Learning Path
Exam Registration:Pearson VUE Microsoft Exams
Microsoft Learn Certification Page
Sample Questions:Microsoft AI-200 Sample Questions
Exam Way:Online proctored exam or onsite test center via Pearson VUE
Pre Condition:No mandatory prerequisites, but recommended: Azure Fundamentals (AZ-900 or AI-900) and experience with Azure services and AI concepts.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-engineer/

Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Plan and manage Azure AI solutions- Plan security and compliance requirements
- Select appropriate Azure AI services
- Monitor and optimize AI solutions
Implement and monitor AI workloads- Deploy AI models and services
- Monitor performance and troubleshoot issues
Implement Azure AI solutions- Implement computer vision solutions
- Implement knowledge mining with Azure AI Search
- Implement generative AI solutions using Azure OpenAI
- Implement natural language processing solutions

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You must ensure an Azure OpenAI-powered application never exceeds a defined token-per- minute budget across all users to avoid runaway costs. What should you configure?

A) A vector index size limit in Azure AI Search
B) Model temperature
C) Deployment-level rate limits (TPM/RPM) in Azure AI Foundry
D) Content filtering severity levels


2. Your application stores conversation history so a multi-turn chatbot can reference earlier turns, but the context window is limited. You need to keep the most relevant history within token limits.
What should you implement?

A) Store history only in the client and never send it to the model
B) Truncate all history after 2 turns
C) Increase max_tokens for output only
D) Summarize older turns and retain recent turns verbatim


3. You configure ACR Tasks to automate image builds.
Container images must rebuild when:
- Application updates occur.
- Base image updates occur, such as when the underlying OS image is
updated.
- Regular scheduled rebuilds are required.
You need to configure ACR Tasks to support automated image rebuilds.
Which three triggers should you configure? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Registry event trigger
B) Base image update trigger
C) Timer trigger
D) Source code commit trigger
E) Webhook notification trigger


4. Your chat application calls Azure OpenAI Service. You need to prevent the model from returning content that promotes self-harm, even if the prompt is crafted to bypass instructions. What should you configure?

A) A lower max_tokens value
B) Azure AI Content Safety filters on the Azure OpenAI resource
C) A system message instructing the model to refuse harmful topics
D) Azure AI Search semantic ranking


5. Hotspot Question
A company uses Azure Monitor Application Insights to monitor application behavior, including incoming requests and dependencies.
You must identify failed requests from the last hour. You must also calculate the average duration of failed request dependency calls, grouped by operation name.
You need to analyze telemetry in Application Insights.
Which operators should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Solutions:

Question # 1
Answer: C
Question # 2
Answer: D
Question # 3
Answer: B,C,D
Question # 4
Answer: B
Question # 5
Answer: Only visible for members

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Once download and installed on your PC, you can practice AI-200 test questions, review your questions & answers using two different options 'practice exam' and 'virtual exam'.
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Online Test Engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
Online Test Engine supports offline practice, while the precondition is that you should run it with the internet at the first time.
Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
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