Microsoft AI-200 Exam : Developing AI Cloud Solutions on Azure

  • Exam Code: AI-200
  • Exam Name: Developing AI Cloud Solutions on Azure
  • Updated: Oct 28, 2026
  • Q & A: 144 Questions and Answers

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Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Connect to and consume Azure services- Integrate Azure services
  • 1. Event-driven architectures
  • 2. Azure SDKs
  • 3. Serverless integration patterns
  • 4. Third-party SDKs
  • 5. Azure messaging and eventing
Develop AI solutions by using Azure data management services- Work with Azure data platforms for AI workloads
  • 1. Azure data management services
  • 2. Vector databases
  • 3. Data integration for AI applications
Develop containerized solutions on Azure- Implement containerized applications
  • 1. Deploy AI workloads in containers
  • 2. Implement scalable hosting patterns
  • 3. Manage containerized compute environments
Secure, monitor, troubleshoot Azure solutions- Operate AI cloud solutions
  • 1. Monitoring and observability
  • 2. Performance optimization
  • 3. Troubleshooting Azure solutions
  • 4. Security and secret management

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

Question #1

You need to translate real-time spoken customer conversations from English to Spanish text during a support call, with minimal latency.
Which Azure AI service should you use?

  • A. Azure AI Speech (Speech Translation)
  • B. Azure AI Document Intelligence
  • C. Azure AI Language (Text Analytics)
  • D. Azure AI Translator (text translation REST API)
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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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?

  • A. Azure Queue storage
  • B. Service Bus topic
  • C. Azure Event Grid
  • D. HTTP
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

A company is developing a solution that allows smart refrigerators to send temperature information to a central location.
The solution must receive and store messages until they can be processed. You create an Azure Service Bus instance by providing a name, pricing tier, subscription, resource group, and location.
You need to complete the configuration.
Which Azure CLI or PowerShell command should you run?

  • A. Plaintext
    az servicebus queue create
    --resource-group fridge-rg
    --namespace-name fridge-ns
    --name fridge-q
  • B. Plaintext
    az servicebus namespace create
    --resource-group fridge-rg
    --name fridge-ns
    --location fridge-loc
  • C. Plaintext
    New-AzureRmServiceBusNamespace
    -ResourceGroupName fridge-rg
    -NamespaceName fridge-ns
    -Location fridge-loc
  • D. Plaintext
    Get-AzureRmServiceBusKey
    -ResourceGroupName fridge-rg
    -Namespace fridge-ns
    -Name RootManageSharedAccessKey
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #4

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..

Reveal Solution  Discussion  0

Correct Answer:


Explanation:
pp1: Consumption. App2: Premium.
Detailed Explanation: For App1, the Windows code-based Consumption plan satisfies event-driven autoscaling, allows execution up to the stated ten-minute range, and has the highest scaling ceiling among the listed event-driven choices for this workload. App2 is deployed as a Linux container image; among Premium, Dedicated, and Consumption, Premium is the event-driven plan that supports Linux containerized Functions and permits long-running execution. Dedicated hosting is not the requested event-driven autoscale model. The original Premium/Premium answer therefore did not maximize App1's upper scaling limit.
Study Guide Alignment: Azure service integration: Service Bus, Event Grid, Azure Functions triggers
/bindings, and event-driven processing.
Official Microsoft Learn References: AI-200 Study Guide | Azure Functions scale and hosting

Question #5

You are developing an AI application that retrieves database credentials from Key Vault by using the Azure SDK for Python.
The application must use managed identity for authentication.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Verified Answer: Yes; Yes; No.
Detailed Explanation: The get_secret call supplies an explicit version value, so it retrieves that particular version of dbPassword. DefaultAzureCredential can authenticate to Key Vault by using the Azure-hosted application's managed identity without embedding a client secret in the application. Because the code requests a fixed version, later secret rotation creates a newer version but subsequent executions of this exact code continue to request the specified old version. To follow the latest version automatically, the version parameter must be omitted.
Study Guide Alignment: Security and operations: Key Vault, App Configuration, managed identity, OpenTelemetry, Azure Monitor, and KQL-based troubleshooting.
Official Microsoft Learn References: AI-200 Study Guide | Managed identities for Azure resources | Use Key Vault references for App Service and Functions

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