AI-102 Exam Preparation Material | Designing and Implementing a Microsoft Azure AI Solution

Prepare for the AI-102 with reliable study materials, practice questions, and key exam insights.

Prepare for the AI-102 Designing and Implementing a Microsoft Azure AI Solution exam with CertQueen's independently developed study resources. Review important concepts, practice scenario-based questions, and use clear explanations to identify areas that require further study.

Question#1

You have a chatbot that was built by using Microsoft Bot Framework and deployed to Azure. You need to configure the bot to support voice interactions. The solution must support multiple client apps.
Which type of channel should you use?

A. Cortana

B. Microsoft Teams

C. Direct Line Speech

Question#2

HOTSPOT
You are building a model that will be used in an iOS app.
You have images of cats and dogs. Each image contains either a cat or a dog.
You need to use the Custom Vision service to detect whether the images is of a cat or a dog.
How should you configure the project in the Custom Vision portal? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

Explanation:
Box 1: Classification
Box 2: Multiclass
A multiclass classification project is for classifying images into a set of tags, or target labels. An image can be assigned to one tag only.
Box 3: General
General: Optimized for a broad range of image classification tasks. If none of the other specific domains are appropriate, or if you're unsure of which domain to choose, select one of the General domains.
Reference: https://cran.r-project.org/web/packages/AzureVision/vignettes/customvision.html

Question#3

You have an Azure subscription that contains an Azure Al Document Intelligence resource named All.
All contains the following models:
• Model 1: A custom model that extracts purchase order information
• Model2: A custom model that extracts sales order information
You plan to create a composed model named Model3 that will contain Model! and Model2.
You need to ensure that when a document is analyzed by Model3, the correct model is used to extract the order information.
What should you do?

A. Assign a confidence score to each sub model in Model3.

B. Label the fields in Model 1 and Model2.

C. Provide the Document Intelligence endpoint name, key, and location.

D. Train Model3 by using sample purchase order and sales order documents.

Question#4

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

B. 509 certificate

C. the endpoint URI and an OAuth token

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

E. the endpoint URI and subscription key

Question#5

DRAG DROP
You are building an app that will scan confidential documents and use the Language service to analyze the contents.
You provision an Azure Cognitive Services resource.
You need to ensure that the app can make requests to the Language service endpoint. The solution must ensure that confidential documents remain on-premises.
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.

Exam Code: AI-102
Q & A: 414 Q&As Updated: Apr 29,2026

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What This AI-102 Study Resource Helps You Do

Review Key Concepts

Review the technologies, products, processes, and practical skills covered by the current AI-102 exam objectives.

Practice Scenario-Based Questions

Work through independently developed questions designed to strengthen your understanding of technical scenarios and decision-making.

Identify Knowledge Gaps

Use your results and the provided explanations to find weaker areas and focus your study more effectively.

How to Use This AI-102 Preparation Material

Review the Exam Scope

Start by reviewing the topics covered by the AI-102 exam. Compare them with the official exam objectives to understand the required technologies, operational tasks, and practical skills, then identify the areas that deserve the most attention.

Practice Independently

Complete a focused set of practice questions for each topic. On your first attempt, avoid referring to notes, answers, or other study resources so that you can evaluate your current understanding more accurately.

Study the Explanations

Review the answers and explanations after completing each practice session. Understand why the correct option is appropriate for the given scenario and why the other options may be incorrect or less suitable.

Close Knowledge Gaps

Keep track of incorrect answers, unfamiliar concepts, and weaker knowledge areas. Review these topics using official documentation and practical experience, then answer the related questions again to reinforce your understanding and monitor your progress.

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Exam Code: AI-102
Q & A: 414 Q&As
Updated: Apr 29,2026