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AI-200 Exam Dumps - Microsoft Certified: Azure AI Cloud Developer Associate Questions and Answers

Question # 4

A python web API uses OpenTelemetry for tracing. The call downstream service function makes an outbound HTTP request by using the requests library. The following code is the only OpenTelemetry configuration in the application:

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selectin is worth one point.

Options:

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Question # 5

You configure ACR Tasks to automate image builds.

Container images must rebuild when:

Application updates occur.

Base image updates occur, such as when the underlying OS image is updated.

Regular scheduled rebuilds are required.

You need to configure ACR Tasks to support automated image rebuilds.

Which three triggers should you configure? Each correct answer presents part of the solution. Choose three.

NOTE: Each correct selection is worth one point.

Options:

A.

Source code commit trigger

B.

Registry event trigger

C.

Timer trigger

D.

Base image update trigger

E.

Webhook notification trigger

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Question # 6

You have two Azure Container Registry (ACR) instances: ACR01 and ACR02.

You plan to implement a containerized application named APP1 that will use a base image named BASE1. The image for APP1 will be stored in ACR01. The image BASE1 will be stored in ACR02.

You need to automate the planned implementation by using a sequence of five Azure command-line interface (Azure CLI) commands. Your solution must ensure that the APP1 image stored in ACR01 will be automatically updated when the BASE1 image is updated.

In which order should you arrange the commands to develop the solution? To answer, move all commands from the list of commands 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 select.

Options:

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Question # 7

You optimize an AI inference API that uses Redis caching.

You must reduce the risk of serving outdated data while minimizing cache management overhead. You need to implement the caching strategy that satisfies the requirements. What should you do?

Options:

A.

Reset expiration on each read.

B.

Disable expiration for cache keys.

C.

Set eviction policy to allkeys-lru.

D.

Trigger invalidation when source data changes

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Question # 8

You have an Event Grid subscription that triggers an Azure Function.

You need to prevent loss of events in case the endpoint returns an HTTP 400 response. Which action should you perform?

Options:

A.

Configure a dead letter destination.

B.

Implement asynchronous handshake validation.

C.

Implement optimistic batching.

D.

Configure a retry policy.

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Question # 9

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..

Options:

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Question # 10

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?

Options:

A.

Yes

B.

No

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Question # 11

You are developing a serverless Java application on Azure. You create a new Azure Key Vault to work with secrets from a new Azure Functions application.

The application must meet the following requirements:

Reference the Azure Key Vault without requiring any changes to the Java code.

Dynamically add and remove instances of the Azure Functions host based on the number of incoming application events.

Ensure that instances are perpetually warm to avoid any cold starts.

Connect to a VNet.

Authentication to the Azure Key Vault instance must be removed if the Azure Function application is deleted.

You need to grant the Azure Functions application access to the Azure Key Vault.

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.

Options:

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Question # 12

You are developing several microservices to run on Azure Container Apps.

The microservices must allow HTTPS access by using a custom domain.

You need to configure the custom domain in Azure Container Apps.

In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.

Options:

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Question # 13

You need to configure vector embedding updates according to the business and technical requirements.

Which information should you use? To answer, select the appropriate option in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Exam Code: AI-200
Exam Name: Developing AI Cloud Solutions on Azure
Last Update: Sep 14, 2026
Questions: 142
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