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Updated: Jul 30, 2026
No. of Questions: 93 Questions & Answers with Testing Engine
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Microsoft AI-200 Exam Overview:
| Certification Vendor: | Microsoft |
| Exam Name: | Developing AI Cloud Solutions on Azure |
| Exam Number: | AI-200 |
| Exam Format: | Proctored Exam, Interactive Questions, Multiple Choice, Case Study, Hands-on/Performance-based Items |
| Passing Score: | 700 |
| Exam Duration: | 100 minutes |
| Available Languages: | English |
| Related Certifications: | Microsoft Certified: Azure AI Cloud Developer Associate |
| Sample Questions: | Microsoft AI-200 Sample Questions |
| Exam Way: | Online proctored or test center delivery through Pearson VUE. |
| Pre Condition: | Candidates should have experience with Python programming, Azure services, Azure data management services, Azure monitoring, Azure messaging and eventing, vector databases, and containerized applications. No mandatory prerequisite exam is required. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-cloud-developer-associate/ |
Microsoft AI-200 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Develop containerized solutions on Azure | - Implement containerized applications
|
| Topic 2: Connect to and consume Azure services | - Integrate Azure services
|
| Topic 3: Secure, monitor, troubleshoot Azure solutions | - Operate AI cloud solutions
|
| Topic 4: Develop AI solutions by using Azure data management services | - Work with Azure data platforms for AI workloads
|
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
1. 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) Azure AI Content Safety filters on the Azure OpenAI resource
B) A system message instructing the model to refuse harmful topics
C) Azure AI Search semantic ranking
D) A lower max_tokens value
2. Hotspot Question
You plan to develop an Azure Functions app with an HTTP trigger.
The app must support the following functionality:
- Event-driven scaling
- Ability to use custom Linux images for function execution
You need to identify the app's hosting plan and the maximum amount of time that the app function can take to respond to incoming requests.
Which configuration setting values should you use? To answer, select the appropriate values in the answer area.
NOTE: Each correct selection is worth one point.
3. 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?
A) No
B) Yes
4. A development team wants to compare multiple prompt variations against the same test dataset and visualize which prompt performs best. What should they use in Azure AI Foundry?
A) Prompt flow with variants
B) Model deployment quota management
C) Azure AI Search indexers
D) Speech Studio custom voice
5. You are developing an Azure Function that calls external APIs by providing an access token for the API. The access token is stored in a secret named token in an Azure Key Vault named mykeyvault. You need to ensure the Azure Function can access the token. Which value should you store in the Azure Functions app configuration?
A) @Microsoft.KeyVault(SecretUri=https://mykeyvault.vault.azure.net/secrets/token/)
B) KeyVault:mykeyvault;Secret:token
C) AZUREKVCONNSTR_ https://mykeyvault.vault.azure.net/secrets/token/
D) App:Settings:Secret:mykeyvault:token
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: Only visible for members | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A |
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