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Updated: Sep 26, 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 |
| Passing Score: | 700/1000 |
| Exam Format: | Scenario-based questions, Multiple response, Case studies, Multiple choice |
| Available Languages: | Chinese (Simplified), German, Korean, Spanish, English, French, Japanese |
| Real Exam Qty: | 40-60 |
| Certificate Validity Period: | 1 year (renewable through Microsoft Learn assessment) |
| Related Certifications: | Azure Data Scientist Associate Azure AI Fundamentals |
| Exam Duration: | 100-120 |
| Exam Price: | USD 165 (varies by region) |
| 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:
| Section | Objectives |
|---|---|
| Implement and monitor AI workloads | - Deploy AI models and services - Monitor performance and troubleshoot issues |
| Plan and manage Azure AI solutions | - Monitor and optimize AI solutions - Plan security and compliance requirements - Select appropriate Azure AI services |
| Implement Azure AI solutions | - Implement natural language processing solutions - Implement knowledge mining with Azure AI Search - Implement computer vision solutions - Implement generative AI solutions using Azure OpenAI |
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
You need to add a custom voice that matches your company ' s brand for a text-to-speech feature, distinct from any standard neural voice.
What should you use?
- A. Azure AI Translator
- B. Azure AI Speech prebuilt neural voices
- C. Azure AI Language sentiment analysis
- D. Azure AI Speech Custom Neural Voice
Correct Answer: D 🗳️
Explanation: Only visible for BraindumpQuiz members. You can sign-up / login (it's free).
You deploy an AI application across multiple Azure regions.
The application must be able to view writes across all regions within a predictable time window.
You need to determine the appropriate consistency level.
What are two consistency levels you can use to achieve the goal? Each correct answer presents a complete solution. Choose two.
NOTE: Each correct selection is worth one point.
- A. Eventual
- B. Strong
- C. Bounded staleness
- D. Session
Correct Answer: B,C 🗳️
You are developing an AI search API that caches semantic search results in Redis.
Search results must remain cached for 10 minutes. If the underlying data changes, cached entries must NOT be returned.
You need to implement a cache aside strategy to ensure data consistency.
Which two actions should you perform? Each correct answer presents part of the solution. Choose two NOTE: Each correct selection is worth one point.
- A. Delete related cache keys when the source data changes
- B. Implement sliding expiration based on key access.
- C. Configure a cache notification for key space events.
- D. Configure a 10-minute Time to Live on each key.
Correct Answer: A,D 🗳️
Explanation: Only visible for BraindumpQuiz members. You can sign-up / login (it's free).
You are developing several microservices to deploy to a new Azure Kubernetes Service cluster The microservices manage data stored m Azure Cosmos DB and Azure Blob storage. The data is secures by using customer managed keys stored in Azure Key Vault.
You must automate key rotation for all Azure Key Vault keys and allow for manual key rotation. Keys must rotate every three months. Notifications of expiring keys must be sent before key expiry.
You need to configure key rotation and enable key expiry notifications.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Create and assign an Azure Key Vault access policy
- B. Create and configure a key rotation policy during key creation.
- C. Configure Azure Key Vault alerts.
- D. Create and configure a new Azure Event Grid instance
Correct Answer: B,D 🗳️
You need to implement trace correlation according to the business requirements.
Which three 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.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.
Correct Answer:
Explanation:
Verified Answer: 1) Instrument the application code with the OpenTelemetry SDK; 2) configure an Azure Monitor trace exporter in the OpenTelemetry SDK; 3) redeploy the instrumented services.
Detailed Explanation: Trace correlation requires the application to create OpenTelemetry spans and an exporter to send those spans to Azure Monitor. Instrumentation must therefore be present before the updated service is deployed. The previous Application Insights SDK instrumentation does not satisfy the case-study requirement that all tracing use OpenTelemetry. Configuring an OpenTelemetry view is unrelated to basic distributed-trace export, and calling TrackEvent is an Application Insights SDK pattern rather than the required OpenTelemetry approach.
Study Guide Alignment: Security and operations: Key Vault, App Configuration, managed identity, OpenTelemetry, Azure Monitor, and KQL-based troubleshooting.
Official Microsoft Learn References: AI-200 Study Guide | Enable Azure Monitor OpenTelemetry
Microsoft AI-200 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-200 / AI-102 |
| Passing Score: | 700/1000 |
| Exam Format: | Scenario-based questions, Multiple response, Case studies, Multiple choice |
| Available Languages: | Chinese (Simplified), German, Korean, Spanish, English, French, Japanese |
| Real Exam Qty: | 40-60 |
| Certificate Validity Period: | 1 year (renewable through Microsoft Learn assessment) |
| Related Certifications: | Azure Data Scientist Associate Azure AI Fundamentals |
| Exam Duration: | 100-120 |
| Exam Price: | USD 165 (varies by region) |
| 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:
| Section | Objectives |
|---|---|
| Implement and monitor AI workloads | - Deploy AI models and services - Monitor performance and troubleshoot issues |
| Plan and manage Azure AI solutions | - Monitor and optimize AI solutions - Plan security and compliance requirements - Select appropriate Azure AI services |
| Implement Azure AI solutions | - Implement natural language processing solutions - Implement knowledge mining with Azure AI Search - Implement computer vision solutions - Implement generative AI solutions using Azure OpenAI |
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
You need to add a custom voice that matches your company ' s brand for a text-to-speech feature, distinct from any standard neural voice.
What should you use?
- A. Azure AI Translator
- B. Azure AI Speech prebuilt neural voices
- C. Azure AI Language sentiment analysis
- D. Azure AI Speech Custom Neural Voice
Correct Answer: D 🗳️
Explanation: Only visible for BraindumpQuiz members. You can sign-up / login (it's free).
You deploy an AI application across multiple Azure regions.
The application must be able to view writes across all regions within a predictable time window.
You need to determine the appropriate consistency level.
What are two consistency levels you can use to achieve the goal? Each correct answer presents a complete solution. Choose two.
NOTE: Each correct selection is worth one point.
- A. Eventual
- B. Strong
- C. Bounded staleness
- D. Session
Correct Answer: B,C 🗳️
You are developing an AI search API that caches semantic search results in Redis.
Search results must remain cached for 10 minutes. If the underlying data changes, cached entries must NOT be returned.
You need to implement a cache aside strategy to ensure data consistency.
Which two actions should you perform? Each correct answer presents part of the solution. Choose two NOTE: Each correct selection is worth one point.
- A. Delete related cache keys when the source data changes
- B. Implement sliding expiration based on key access.
- C. Configure a cache notification for key space events.
- D. Configure a 10-minute Time to Live on each key.
Correct Answer: A,D 🗳️
Explanation: Only visible for BraindumpQuiz members. You can sign-up / login (it's free).
You are developing several microservices to deploy to a new Azure Kubernetes Service cluster The microservices manage data stored m Azure Cosmos DB and Azure Blob storage. The data is secures by using customer managed keys stored in Azure Key Vault.
You must automate key rotation for all Azure Key Vault keys and allow for manual key rotation. Keys must rotate every three months. Notifications of expiring keys must be sent before key expiry.
You need to configure key rotation and enable key expiry notifications.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Create and assign an Azure Key Vault access policy
- B. Create and configure a key rotation policy during key creation.
- C. Configure Azure Key Vault alerts.
- D. Create and configure a new Azure Event Grid instance
Correct Answer: B,D 🗳️
You need to implement trace correlation according to the business requirements.
Which three 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.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.
Correct Answer:
Explanation:
Verified Answer: 1) Instrument the application code with the OpenTelemetry SDK; 2) configure an Azure Monitor trace exporter in the OpenTelemetry SDK; 3) redeploy the instrumented services.
Detailed Explanation: Trace correlation requires the application to create OpenTelemetry spans and an exporter to send those spans to Azure Monitor. Instrumentation must therefore be present before the updated service is deployed. The previous Application Insights SDK instrumentation does not satisfy the case-study requirement that all tracing use OpenTelemetry. Configuring an OpenTelemetry view is unrelated to basic distributed-trace export, and calling TrackEvent is an Application Insights SDK pattern rather than the required OpenTelemetry approach.
Study Guide Alignment: Security and operations: Key Vault, App Configuration, managed identity, OpenTelemetry, Azure Monitor, and KQL-based troubleshooting.
Official Microsoft Learn References: AI-200 Study Guide | Enable Azure Monitor OpenTelemetry
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