Exam Name: Developing AI Cloud Solutions on Azure
Certification Provider: Microsoft
Corresponding Certification: Azure AI Engineer Associate
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Updated: Sep 14, 2026
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Microsoft AI-200 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Plan and manage Azure AI solutions | - Monitor and optimize AI solutions - Plan security and compliance requirements - Select appropriate Azure AI services |
| Implement and monitor AI workloads | - Monitor performance and troubleshoot issues - Deploy AI models and services |
| Implement Azure AI solutions | - Implement knowledge mining with Azure AI Search - Implement computer vision solutions - Implement generative AI solutions using Azure OpenAI - Implement natural language processing solutions |
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
You plan to create a Docker image that runs an ASP.NET Core application named ContosoApp. You have a setup script named setupScript.psl and a series of application files including ContoscApp.dll.
You need to create a Dockerfile document that meets the following requirements:
* Call SQiupScript.psI when the container is built.
* Run CantosoApp.dill when the container starts.
The Dockerfile document must be created in the same folder where ContosoApp.dll and setupScnpt.ps! are stored.
Correct Answer:
Explanation:
You are developing a solution that will use a multi-partitioned Azure Cosmos DB database. You plan to use the latest Azure Cosmos DB SDK for development The solution must meet the following requirements:
* Send insert and update operations to an Azure Blob storage account
* Process changes to all partitions immediately
Allow parallelization of change process.
You need to process the Azure Cosmos DB operations
What are two possible ways to achieve this goal? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
- A. Create an Azure Function that uses a Feedlterator object that processes the change feed by using the pull model on the container. Use a FeedRange object to paralleli7e the processing of the change feed across multiple functions.
- B. Create an Azure Function to use a trigger for Azure Cosmos DB. Configure the trigger to connect to the container.
- C. Create a background job in an Azure Kubernetes Service and implement the charge feed feature of the SDK.
- D. Create an Azure App Service API and implement the change teed estimator of the SDK. Scale the API by using multiple Azure App Service instances
Correct Answer: B,C π³οΈ
An Azure Service Bus queue processes AI enrichment jobs.
Some messages fail repeatedly because the payload is malformed.
You need to ensure that repeatedly failing messages do NOT block valid messages and can be inspected separately.
Which message action should you perform?
- A. dead-letter
- B. complete
- C. abandon
- D. defer
Correct Answer: A π³οΈ
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
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 Speech Custom Neural Voice
- B. Azure AI Translator
- C. Azure AI Language sentiment analysis
- D. Azure AI Speech prebuilt neural voices
Correct Answer: A π³οΈ
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
You plan to deploy an Azure Container app.
You need to configure the container app to support session affinity.
Which ingress type and revision mode should you assign to the container app?
- A. TCP ingress type and single revision mode
- B. HTTP ingress type and multiple revision mode
- C. HTTP ingress type and single revision mode
- D. TCP ingress type and multiple revision mode
Correct Answer: C π³οΈ
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
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