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Microsoft AI-200 Practice Test Questions Answers

Exam Code: AI-200 (Updated 50 Q&As with Explanation)
Exam Name: Developing AI Cloud Solutions on Azure
Last Update: 05-Sep-2026
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Questions Include:

  • Single Choice: 12 Q&A's
  • Multiple Choice: 10 Q&A's
  • Hotspot: 15 Q&A's
  • Drag Drop: 13 Q&A's

  • AI-200 Overview

    Microsoft AI-200 Exam Overview

    Exam Detail Information
    Certification Microsoft Certified: Azure AI Cloud Developer Associate
    Exam Code AI-200
    Exam Name Developing AI Cloud Solutions on Azure
    Level Intermediate
    Role Developer
    Platform Microsoft Azure
    Exam Duration 120 minutes
    Passing Score 700 or greater
    Exam Language English
    Main Focus Developing and implementing backend AI solutions on Azure
    Key Skills Python, Azure SDKs, data management, vector databases, containers, messaging, monitoring, and troubleshooting
    Question/Assessment Format Microsoft-proctored assessment; interactive components may be included
    Current Practice Assessment Microsoft currently states that a Practice Assessment is not yet available
    Recommended Experience Hands-on experience developing and deploying AI cloud solutions on Azure

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    Microsoft AI-200 Exam Topics Breakdown

    Domain Weight Key Topics
    Develop containerized solutions on Azure 20–25% Azure Container Registry, container images, ACR Tasks, Azure App Service, Azure Container Apps, revisions, KEDA, Azure Kubernetes Service (AKS), logging, events, and troubleshooting
    Develop AI solutions using Azure data management services 25–30% Azure Cosmos DB for NoSQL, Azure Database for PostgreSQL, embeddings, vector similarity search, indexing, RAG patterns, pgvector, and Azure Managed Redis
    Connect to and consume Azure services 20–25% Azure Service Bus, queues, topics, subscriptions, dead-letter queues, Azure Event Grid, filters, retries, and Azure Functions
    Secure, monitor, and troubleshoot Azure solutions 20–25% Azure Key Vault, secret management, Azure App Configuration, OpenTelemetry, KQL, logs, metrics, monitoring, and troubleshooting

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    AI-200 Questions and Answers

    Question # 1

    An AI platform uses App Configuration for feature flags and endpoint routing.

    The platform stores secrets alongside configuration data and does NOT support dynamic configuration refresh.

    You need to redesign the configuration approach so that:

    configuration supports dynamic refresh;

    secrets are stored outside App Configuration;

    the application can securely access both App Configuration and Key Vault.

    You need to enable secure dynamic configuration management for the platform.

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

    NOTE: Each correct selection is worth one point.

    A.

    Store configuration values in environment variables.

    B.

    Use a service principal secret for both App Configuration and Key Vault access.

    C.

    Store API keys in Key Vault.

    D.

    Allow configuration updates with a polling interval.

    E.

    Use managed identity for both App Configuration and Key Vault access.

    Question # 2

    You are configuring sampling for a distributed application that sends traces to Azure Monitor. The solution must:

    • Preserve upstream sampling decisions across distributed traces

    • Capture all spans during local testing.

    • Sample 10 percent of traces in production.

    You need to apply the appropriate sampling configuration for each requirement.

    What should you do? 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.

    Question # 3

    You deploy a private container image from Azure Container Registry (ACR) to App Service.

    App Service must authenticate to ACR to pull the image.

    The solution must NOT store static registry credentials.

    You need to configure the secure image pull authentication.

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

    NOTE: Each correct selection is worth one point.

    Question # 4

    A Python API retrieves a document from Azure Database for PostgreSQL by using a SQL statement. The API accepts the document ID from user input. The current implementation inserts the document ID directly into the SQL statement.

    You need to secure the SQL statement execution by using a parameterized query. You must minimize the possibility of SQL injection.

    How should you update the implementation to execute the SQL statement safely? 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.

    Question # 5

    You deploy a new revision of an app in Azure Container Apps.

    You need to gradually shift production traffic to the revision while monitoring performance. In addition, you need to be able to quickly roll back. Which two actions should you perform?

    Each correct answer presents part of the solution. Choose two.

    NOTE: Each correct selection is worth one point.

    A.

    Use traffic splitting

    B.

    Increase replica count.

    C.

    Restart the revision.

    D.

    Use single revision mode

    E.

    Enable multiple revision mode.

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