Download Developing AI Cloud Solutions on Azure.AI-200.ExamTopics.2026-10-14.15q.vcex

Vendor: Microsoft
Exam Code: AI-200
Exam Name: Developing AI Cloud Solutions on Azure
Date: Oct 14, 2026
File Size: 1 MB

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Demo Questions

Question 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 are implementing an application by using Azure Event Grid to push near-real-time information to customers.
You have the following requirements:
  • You must send events to thousands of customers that include hundreds of various event types.
  • The events must be filtered by event type before processing.
  • Authentication and authorization must be handled by using Microsoft Entra ID.
  • The events must be published to a single endpoint.
You need to implement Azure Event Grid.
Solution: Publish events to a partner topic. Create an event subscription for each customer.
Does the solution meet the goal?
  1. Yes
  2. No
Correct answer: A
Question 2
You are designing a solution that will use two Azure Functions apps: App1 and App2. App1 is Windows-based and will be deployed as code. App2 is Linux-based and will be deployed as a container image. Estimates show that the duration of the request processing for both apps will range from 1 to 10 minutes.
You plan to implement App1 and App2 by using the hosting plan to satisfy the following requirements:
  • Request processing can complete within the estimated time range.
  • The autoscaling behavior is event-driven.
  • The upper scaling limit is maximized.
You need to create the hosting plan for the implementation.
Which hosting plan should you create? To answer, move the appropriate hosting plans to the correct apps. You may use each hosting plan once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
Question 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 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 an App Service application setting configured through the Azure Portal.
Does the solution meet the goal?
  1. Yes
  2. No
Correct answer: B
Question 4
You have a web service that is used to pay for food deliveries. The web service uses Azure Cosmos DB as the data store.
You plan to add a new feature that allows users to set a tip amount. The new feature requires that a property named tip on the document in Azure Cosmos DB must be present and contain a numeric value.
There are many existing websites and mobile apps that use the web service that will not be updated to set the tip property for some time.
How should you complete the trigger?
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
Question 5
A recommendation system stores 3 million embeddings in Azure Database for PostgreSQL.
During peak hours, P95 similarity-query latency increases, and the cache hit ratio drops significantly.
You suspect that the vector index working set no longer fits in memory, resulting in more disk reads.
You need to scale server resources and validate the outcome.
Which four 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.
Correct answer: To work with this question, an Exam Simulator is required.
Question 6
You have container source code stored in a Git repository.
The container registry must automatically build and store a new container image whenever a developer commits code to the Git repository.
You must minimize the use of an external build infrastructure.
You need to configure Azure Container Registry (ACR) to manage the build process natively and automatically.
Which two ACR components should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
  1. Webhook
  2. Quick task
  3. Artifact Cache rule
  4. Source-triggered task
Correct answer: A, D
Question 7
You are designing an Azure Function app that processes large image uploads submitted by users through an HTTP endpoint.
The solution must:
  • Prevent client timeouts by decoupling image processing from the initial upload request.
  • Support automatic retry behavior for failed processing attempts.
  • Scale the background processing independently of the rate of incoming HTTP uploads.
You need to design a scalable and reliable asynchronous processing solution.
Which two actions should you implement? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
  1. Implement a queue-triggered function for image processing.
  2. Configure retry policies on a storage queue.
  3. Process the image inside the HTTP-triggered function.
  4. Persist upload metadata to Azure Storage.
Correct answer: A, C
Question 8
You are developing a Python application that reads data from Azure Cosmos DB for NoSQL by using the azure-cosmos SDK.
You need to connect to an existing account and run a SQL query against an existing container.
Which four 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.
Correct answer: To work with this question, an Exam Simulator is required.
Question 9
You are deploying an AI service to ACA.
The service must retrieve secrets securely from Key Vault by using managed identity.
You need to configure secure access.
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.
Correct answer: To work with this question, an Exam Simulator is required.
Question 10
You configure an Event Grid event subscription that routes AI file-upload events to an Azure Function endpoint.
Events must be delivered only in the following conditions:
The event path starts with /uploads/ai/.
The payload property data.fileType is "pdf."
You must store undelivered events for later investigation and reprocessing if the subscriber endpoint cannot accept an event after multiple retries.
You need to configure the filtering and reliability settings.
Which configurations should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
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