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Updated: Jul 24, 2026

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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 Duration:100 minutes
Passing Score:700
Related Certifications:Microsoft Certified: Azure AI Cloud Developer Associate
Exam Format:Proctored Exam, Interactive Questions, Multiple Choice, Case Study, Hands-on/Performance-based Items
Available Languages:English
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:

SectionObjectives
Topic 1: Develop AI solutions by using Azure data management services- Work with Azure data platforms for AI workloads
  • 1. Azure data management services
  • 2. Data integration for AI applications
  • 3. Vector databases
Topic 2: Secure, monitor, troubleshoot Azure solutions- Operate AI cloud solutions
  • 1. Security and secret management
  • 2. Performance optimization
  • 3. Troubleshooting Azure solutions
  • 4. Monitoring and observability
Topic 3: Develop containerized solutions on Azure- Implement containerized applications
  • 1. Implement scalable hosting patterns
  • 2. Deploy AI workloads in containers
  • 3. Manage containerized compute environments
Topic 4: Connect to and consume Azure services- Integrate Azure services
  • 1. Third-party SDKs
  • 2. Azure SDKs
  • 3. Azure messaging and eventing
  • 4. Event-driven architectures
  • 5. Serverless integration patterns

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. 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 plan to deploy a container to an Azure App Service API app named api1. You host the source code for api1 in a GitHub repository. The container uses the API key at runtime to connect to a backend service.
The container must be able to retrieve the API key at runtime without exposing it in the source repository or Git commit history.
You need to ensure that the API key remains outside of Git commit history and is available to the container at runtime.
Solution: Store the API key as a GitHub repository secret.
Does the solution meet the goal?

A) Yes
B) No


2. Your application must classify uploaded product images into one of 40 custom categories specific to your business (e.g., proprietary part numbers). What should you use?

A) Azure AI Face API
B) Azure AI Custom Vision (image classification)
C) Azure AI Vision prebuilt image analysis
D) Azure AI Document Intelligence


3. You maintain multiple versions of a container image in Azure Container Registry.
The production deployment must always run the exact same image build even if tags are changed later.
You need to ensure predictable and immutable image selection during deployment.
What should you do?

A) Configure deployment to use the latest tag.
B) Tag the image as production and deploy it by using the production tag.
C) Schedule nightly rebuilds of the image.
D) Identify the image by using its SHA digest.


4. Hotspot Question
You have an Azure Service Bus namespace that contains a topic named Topic1.
You plan to create a subscription named Sub1 to Topic1. In Sub1, you plan to filter messages from Topic1 based on their system properties and apply an action that will annotate each filtered message.
You need to configure the filtering.
How should you configure the filtering? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


5. You process Azure Service Bus messages that require a dependent external API call.
If the API is temporarily unavailable, you must delay processing of the message without incrementing the delivery count.
You need to find a way to process the message when the API is available while keeping the message accessible.
Which message action should you perform?

A) Abandon
B) Defer
C) Dead-letter
D) Complete


Solutions:

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

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