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Free Developing AI Cloud Solutions on Azure Practice Questions

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Exam style questions across every AI-200 domain

Last Update 2 days ago
Total Questions : 142

Start with our free AI-200 practice questions, carefully crafted to mirror the domains, phrasing, and difficulty of the real Microsoft Certified: Azure AI Cloud Developer Associate exam. Each AI-200 exam question comes with a detailed rationale that explains not just which answer is correct but why the others fall short. That's how concepts stick. Use the free set to benchmark yourself: identify your Microsoft weak domains, see where you're losing marks, and build a focused study plan in minutes.

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Question # 21

You plan to deploy an Azure Container Apps app named App1. App1 will use an access key to connect to a backend API.

The solution must store the key outside of the App1 environment and minimize maintenance efforts.

You need to configure secure key storage for App1.

Which configurations should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Question # 21

Options:

Discussion 0
Question # 22

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 I

D.  

• The events must be published to a single endpoint

You need to implement Azure Event Grid

Solution: Publish events to a system topic. Create an event subscription for each customer.

Does the solution meet the goal?

Options:

A.  

Yes

B.  

No

Discussion 0
Question # 23

You need to secure an Azure OpenAI resource so that it is only reachable from your virtual network and not from the public internet.

What should you configure?

Options:

A.  

Azure AI Content Safety

B.  

A private endpoint with Azure Private Link

C.  

API key rotation

D.  

Cross-Origin Resource Sharing (CORS) rules

Discussion 0
Question # 24

You are using the Python SDK to develop a containerized AI application that retrieves the value of a runtime setting stored in an Azure App Configuration resource. The application will run in Azure in the security context of a managed identity.

The application must work in a local development environment without any code changes.

You need to complete the code that implements the retrieval.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Question # 24

Options:

Discussion 0
Question # 25

You are reviewing the Python tracing configuration for an application that must send distributed traces to Azure Monitor.

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

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

NOTE: Each correct selection is worth one point.

Question # 25

Options:

Discussion 0
Question # 26

You are building o back end pipeline that receives Al inference requests. The pipeline must perform the following actions:

* Publish a message so that multiple independent consumers receive it.

• Process massages in order through a single consumer entity.

• isolate any failed messages

You need to configure the appropriate Service Bus entities.

How should you configure the service bus entities? To answer, move the appropriate configurations to the correct requirements. You may use each configuration once..

Question # 26

Options:

Discussion 0
Question # 27

You are developing a microservices-based application that uses Azure Container Apps. The application consists of several containerized services that handle tasks, such as processing orders, managing inventory, and generating reports. You deploy a new revision of the processing orders app.

Processing orders must be triggered by a web request and must always be available based on incoming web requests.

You need to validate that the replica is ready to handle incoming requests.

What should you implement?

Options:

A.  

HTTP liveness probe

B.  

HTTP startup probe

C.  

TCP readiness probe

D.  

HTTP readiness probe

E.  

TCP liveness probe

Discussion 0
Question # 28

You are designing an Azure Function app that exposes a public API.

The solution must:

Validate incoming request data and return results immediately to the caller.

Support Microsoft Entra ID authentication.

Scale automatically under variable load.

You need to implement a trigger.

Which trigger should you implement?

Options:

A.  

HTTP

B.  

Azure Queue storage

C.  

Azure Event Grid

D.  

Service Bus topic

Discussion 0

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