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Microsoft AI-102 Practice Test Questions Answers

Exam Code: AI-102 (Updated 423 Q&As with Explanation)
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: 21-Jul-2026
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Questions Include:

  • Single Choice: 199 Q&A's
  • Multiple Choice: 36 Q&A's
  • Hotspot: 135 Q&A's
  • Drag Drop: 53 Q&A's

  • AI-102 Overview

    Microsoft AI-102 Exam Overview

    Overview Details
    Exam Name Designing and Implementing a Microsoft Azure AI Solution
    Exam Code AI-102
    Certification Microsoft Certified: Azure AI Engineer Associate
    Target Audience AI engineers and data scientists with experience in designing and implementing AI solutions using Azure AI services
    Passing Score Not publicly disclosed (typically around 70%)
    Time Limit 120 minutes (2 hours) excluding 20 minutes for a non-scored survey
    Delivery Format Online proctored (camera required)
    Language English
    Cost Varies by region, check the official website

    Microsoft Related Exams

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    Microsoft AI-102 Exam Topics Breakdown

    Domain Description
    Plan and Manage an Azure AI Solution (15-20%) This domain assesses your ability to: <br> - Select appropriate Azure AI services based on specific requirements. <br> - Design and implement a secure and scalable AI solution. <br> - Configure and manage Azure Machine Learning resources.
    Implement Decision Support Solutions (10-15%) This domain evaluates your skills in creating and deploying solutions for anomaly detection and predictive maintenance using Azure services like Azure Machine Learning and Azure Databricks.
    Implement Computer Vision Solutions (15-20%) This domain tests your knowledge of building and deploying computer vision applications for tasks like image classification, object detection, and facial recognition using Azure Cognitive Services for Computer Vision.
    Implement Natural Language Processing Solutions (30-35%) This domain assesses your expertise in building and deploying NLP solutions for tasks like text classification, sentiment analysis, and topic modeling using Azure Cognitive Services for Language.
    Implement Knowledge Mining and Document Intelligence Solutions (10-15%) This domain evaluates your ability to create and deploy solutions for knowledge extraction, entity recognition, and text summarization using Azure Cognitive Search and Azure Cognitive Services for Language.
    Implement Generative AI Solutions (10-15%) This domain tests your skills in generating creative text formats, translating languages, and creating different creative text formats using Azure Cognitive Services for Generative AI and Azure OpenAI Service.

    Microsoft AI-102 Azure AI Engineer Associate Practice Exam Questions and Answers

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    All Azure AI Engineer Associate Related Certification Exams

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    Microsoft AI-102 Exam Dumps FAQs

    The AI-102 exam focuses on designing and implementing Azure AI solutions. As an Azure AI engineer, you will build, manage, and deploy AI solutions leveraging Azure AI services. Your responsibilities include requirements definition, development, deployment, integration, maintenance, performance tuning, and monitoring of AI solutions.

    The difficulty level varies from person to person, but it is considered intermediate to advanced. Proper Microsoft AI-102 exam preparation, understanding the concepts, and practicing with real-world scenarios will help you succeed.

    While there are no official prerequisites for Microsoft AI-102 exam, Microsoft recommends experience with development and familiarity with AI concepts like machine learning, computer vision, and natural language processing.

    Follow these steps:

    1. Visit the Microsoft Learn platform.
    2. Create or log in to your account.
    3. Search for the AI-102 exam and click on it.
    4. Choose your preferred language.
    5. Click on Schedule exam and follow the instructions to select a suitable date and time.

    To succeed in the AI-102 exam, consider the following steps:


    Microsoft AI-102 Study Materials: Use Solution2Pass Microsoft AI-102 PDF questions, practice tests, and real questions to prepare thoroughly.
    Understand Concepts: Focus on understanding AI solution design, computer vision, natural language processing, knowledge mining, and generative AI.
    Microsoft AI-102 Practice Test: Take practice exams to assess your knowledge and identify areas for improvement.
    Microsoft AI-102 Review: Go through Solution2Pass Microsoft AI-102 study materials and practice questions multiple times.
    Stay Updated: Keep an eye on the latest changes in the exam content.

    The Microsoft AI-102 exam typically consists of approximately 40 to 60 questions. Keep in mind that the exact number may vary, but this range gives you an idea of what to expect.

    Microsoft AI-102 does not disclose the exact passing score, but it is generally between 65% and 75%.

    The AI-102 certification is valid for three years. To maintain your certification, you will need to stay updated with Azure AI advancements and potentially pass a recertification Microsoft exam.

    Microsoft AI-102 and Solution2Pass occasionally offer discount promotions. It is recommended to check their websites for current offers.

    Focus on practical application through hands-on labs and real-world projects. Participate in online communities and forums to exchange knowledge and ask Microsoft AI-102 exam questions. Stay updated with the latest Azure AI developments through Official Microsoft Resources and industry news.

    AI-102 Questions and Answers

    Question # 1

    You have a chatbot that uses a QnA Maker application.

    You enable active learning for the knowledge base used by the QnA Maker application.

    You need to integrate user input into the model.

    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.

    Question # 2

    You run the following command.

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

    Question # 3

    You have an Azure subscription that contains an Azure App Service app named Appl.

    You provision a multi-service Azure Cognitive Services resource named CSAccount1.

    You need to configure App1 to access CSAccount1. The solution must minimize administrative effort.

    What should you use to configure App1?

    A.

    a system-assigned managed identity and an X.509 certificate

    B.

    the endpoint URI and an OAuth token

    C.

    the endpoint URI and a shared access signature (SAS) token

    D.

    the endpoint URI and subscription key

    Question # 4

    You train an Azure Custom Vision object detection model to identify a company ' s products by using the Retail domain.

    You plan to deploy the model as part of a mobile app for Android phones.

    You need to prepare the model for deployment.

    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.

    Question # 5

    You have an Azure loT hub that receives series data from machinery. You need to build an app that will perform the following actions:

    • Perform anomaly detection across multiple correlated sensors

    • Identify the root cause of process stops.

    • Send incident alerts

    The solution must minimize development time. Which Azure service should you use?

    A.

    Azure Metrics Advisor

    B.

    Form Recognizer

    C.

    Azure Machine teaming

    D.

    Anomaly Detector

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