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Microsoft AI-200 Developing AI Cloud Solutions on Azure Exam Practice Test

Demo: 13 questions
Total 50 questions

Developing AI Cloud Solutions on Azure Questions and Answers

Question 1

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 system topic. Create an event subscription for each customer.

Does the solution meet the goal?

Options:

A.

Yes

B.

No

Question 2

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

Question 3

You are developing a Java application to be deployed in Azure. The application stores sensitive data in Azure Cosmos DB.

You need to configure Always Encrypted to encrypt the sensitive data inside the application.

What should you do first?

Options:

A.

Create a Microsoft Entra ID managed identity and assign the identity to a new Azure Key Vault instance.

B.

Create a new container to include an encryption policy with the JSON properties to be encrypted.

C.

Create a customer-managed key (CMK) and store the key in a new Azure Key Vault instance.

D.

Create a data encryption key (DEK) by using the Azure Cosmos DB SDK and store the key in Azure Cosmos DB.

Question 4

You are provisioning and configuring a Service Bus processor for AI batch jobs.

The processor must connect to an existing queue, register handlers for message and error processing, and then begin receiving messages.

You need to provision and configure the Service Bus processor for message and error handling.

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.

Options:

Question 5

You develop a message-processing service deployed to Azure Container Apps. The service reads messages from an Azure Service Bus queue.

The solution must minimize costs by ensuring NO compute resources are consumed when the queue is empty.

You need to configure scaling for the service.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two

NOTE: Each correct selection is worth one point.

Options:

A.

Configure a Kubernetes Event-driven Autoscaler rule that monitors queue length.

B.

Configure the scaling rule to allow for the termination of all active replicas.

C.

Increase the scaling rule to allow for the maximum running replica count.

D.

Enable HTTP ingress concurrency scaling

Question 6

You plan to deploy a web app to App Service on Linux. You create an App Service plan. You create and push a custom Docker image that contains the web app to Azure Container Registry.

You need to access the console logs generated from inside the container in real-time.

How should you complete the Azure CLI command? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

Question 7

You deploy an API to Azure Container Apps.

The solution must provide the following functionality:

• Support the concurrent activation of multiple application versions.

• Allocate a specific percentage of incoming requests to a secondary version

You need to configure revision behavior.

Which configurations should you use? To answer, move the appropriate configurations to the correct requirements. You may use each configuration 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.

Options:

Question 8

You are developing an AI search API that caches semantic search results in Redis.

Search results must remain cached for 10 minutes. If the underlying data changes, cached entries must NOT be returned.

You need to implement a cache aside strategy to ensure data consistency.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two

NOTE: Each correct selection is worth one point.

Options:

A.

Configure a 10-minute Time to Live on each key.

B.

Implement sliding expiration based on key access.

C.

Configure a cache notification for key space events.

D.

Delete related cache keys when the source data changes

Question 9

You need to implement trace correlation according to the business requirements.

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.

NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.

Options:

Question 10

You need to deploy Azure function resources and apps by using an automated, version-controlled CI/CD pipeline that supports declarative infrastructure deployment. What should you use?

Options:

A.

Local Git deployment

B.

GitHub Actions

C.

Azure Functions Core Tools

D.

Azure CLI

Question 11

You need to configure a connection string for the partner-facing service according to the technical requirements.

What should you use?

Options:

A.

Azure Key Vault references in App Service settings

B.

GitHub secrets

C.

Azure Container Registry Helm chart package

D.

Dockerfile ENV instructions

Question 12

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:

Question 13

You need to address the known issue resulting from vector similarity queries.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two.

NOTE: Each correct selection is worth one point.

Options:

A.

Add a composite index on the vector fields and metadata properties of the container.

B.

Reduce the numeric precision of the vector embeddings where supported.

C.

Set the account consistency level to Strong.

D.

Change the vector index type from flat to quantizedFlat or diskANN.

Demo: 13 questions
Total 50 questions