Microsoft AI-102 Exam : Designing and Implementing a Microsoft Azure AI Solution

  • Exam Code: AI-102
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution
  • Updated: Oct 08, 2026
  • Q & A: 425 Questions and Answers

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Microsoft AI-102 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing and Implementing a Microsoft Azure AI Solution
Exam Number:AI-102
Exam Format:Multiple-choice, Case studies, Drag-and-drop, Active screen questions
Real Exam Qty:40-60
Exam Duration:120 minutes
Related Certifications:Microsoft Certified: Azure AI Engineer Associate
Available Languages:English, Chinese (Simplified), Korean, Japanese
Certificate Validity Period:No expiration; certification remains valid unless Microsoft deprecates it
Passing Score:700 (on a scale of 1-1000)
Exam Price:$165 USD
Sample Questions:Free Download real AI-102 actual tests
Exam Way:In-person at Pearson VUE testing centers or online proctored exam
Pre Condition:Recommended: Understanding of Azure services, REST APIs, C#, Python, or JavaScript. No mandatory prerequisites, but Azure Administrator or Developer background is beneficial.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/exams/ai-102/

Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Implement Knowledge Mining and Document Intelligence Solutions15-20%- Implement Azure AI Search solutions
- Design document processing pipelines
- Create custom skills for Azure AI Search
- Implement semantic and vector search
Plan and Manage an Azure AI Solution15-20%- Implement governance and compliance for AI solutions
- Select appropriate Azure AI services and technologies
- Plan and configure secure AI solutions
- Manage AI costs and resource allocation
Implement Natural Language Processing Solutions20-25%- Build question answering solutions
- Implement speech capabilities using Azure AI Speech
- Analyze text using Azure AI Language
- Translate text and speech
- Create conversational AI solutions with Azure AI Bot Service
Implement Generative AI Solutions10-15%- Apply responsible AI practices
- Use Azure OpenAI Service for generative AI
- Integrate Azure OpenAI models into applications
- Implement prompt engineering techniques
Implement Decision Support Solutions10-15%- Monitor and optimize decision support solutions
- Design and implement decision automation
- Integrate Azure AI services into applications
Implement Computer Vision Solutions15-20%- Implement Azure AI Face service
- Implement object detection and image classification
- Analyze images using Azure AI Vision
- Process video and generate insights
- Read and process documents using Azure AI Document Intelligence

AI-102 Study Material Questions

The real AI-102 exam gives you 120 minutes minutes to answer 40-60 questions. Practicing under the same constraints on the DumpsActual engine makes the real pacing feel familiar.

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The package includes 425 practice questions for the AI-102 exam. Candidates often note that the study thoughts behind them are concise and easy to absorb, which keeps revision efficient rather than tedious.

To pass AI-102 you need 700 (on a scale of 1-1000), and the official exam fee is $165 USD. Knowing both figures early helps you plan your exam date and your practice target together.

Feedback from buyers is one of the strongest reasons new candidates trust us. Reviewers frequently mention passing smoothly and scoring well, and many describe the study thoughts as concise, easy to get, and definitely not boring. We would rather let their words speak than write our own slogans.

Recommended: Understanding of Azure services, REST APIs, C#, Python, or JavaScript. No mandatory prerequisites, but Azure Administrator or Developer background is beneficial.

  • Plan and Manage an Azure AI Solution (15-20%)
  • Implement Computer Vision Solutions (15-20%)
  • Implement Natural Language Processing Solutions (20-25%)

Spend more time on the topics that carry the most weight.

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions:

Question #1

You have an Azure subscription and 10,000 ASCII files.
You need to identify files that contain specific phrases. The solution must use cosine similarity.
Which Azure OpenAI model should you use?

  • A. GPT-4
  • B. text-embedding-ada-002
  • C. GPT-4-32k
  • D. GPT-35 Turbo
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #2

You build a bot by using the Microsoft Bot Framework SDK.
You need to test the bot interactively on a local machine.
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 select.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Comprehensive Detailed Explanation
The question asks about testing a bot interactively on a local machine when using the Microsoft Bot Framework SDK.
Steps to test locally:
Build and run the bot
Compile the bot application code and run it locally (e.g., using Visual Studio or Node.js).
This exposes the bot's endpoint on localhost (commonly http://localhost:3978/api/messages ).
Open the Bot Framework Emulator
The Bot Framework Emulator is a desktop app for testing and debugging bots built with the Bot Framework SDK.
It allows you to send messages to the bot and see the responses.
Connect to the bot endpoint
Use the Emulator to connect to the locally running bot by entering its endpoint URL.
Once connected, you can interact with the bot as if you were a real user.
Actions Not Required in This Case
Register the bot with the Azure Bot Service # Needed for cloud deployment, not local testing.
Open the Bot Framework Composer # Only needed if designing the bot with Composer, but this scenario uses the SDK directly.
Correct Sequences (multiple possible valid orders):
Build and run the bot # Open the Bot Framework Emulator # Connect to the bot endpoint Microsoft References Test a bot locally with Bot Framework Emulator Bot Framework SDK overview
# Final Answer Sequence:
Build and run the bot
Open the Bot Framework Emulator
Connect to the bot endpoint

Question #3

You are building a chatbot that will provide information to users as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:
Box 1: Adaptive card
Box 2: an image
Reference:
https://docs.microsoft.com/en-us/microsoftteams/platform/task-modules-and-cards/cards/cards-reference
https://docs.microsoft.com/en-us/composer/how-to-send-cards?tabs=v1x

Question #4

You are building a Language Understanding model for an e-commerce chatbot. Users can speak or type their billing address when prompted by the chatbot.
You need to construct an entity to capture billing addresses.
Which entity type should you use?

  • A. machine learned
  • B. Regex
  • C. Pattern.any
  • D. list
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #5

Which database transaction property ensures that individual transactions are executed only once and either succeed in their entirety or roll back?

  • A. isolation
  • B. atomicity
  • C. durability
  • D. consistency
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

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