Back to Microsoft Azure AI Engineer Associate AI-102 questions

Scenario-based practice

Drag and Drop Matching Questions

Practise Microsoft Azure AI Engineer Associate AI-102 practice questions — original exam-style scenarios covering every exam domain, with detailed explanations, wrong-answer analysis, and common exam traps.

10
scenario questions
AI-102
exam code
Microsoft
vendor

Scenario guide

How to approach drag and drop matching questions

Matching questions give you two columns — concepts, commands, or protocols on the left, and their definitions or use-cases on the right. You drag each left item to its correct match. These appear on most certification exams and punish superficial memorisation.

Quick answer

Drag and Drop Matching Questions questions test whether you can apply the concept in context, not just recognise a definition.

How the topic appears in realistic exam-style scenarios.

Which detail in the question changes the correct answer.

How to eliminate plausible but wrong options.

How to connect the question back to the wider exam objective.

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Practice set

Practice scenarios

Question 1mediummatching
Full question →

Match each Azure Bot Service channel to its description.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Custom client communication

Embedded chat in web pages

Integration with Teams

Integration with Slack

Integration with Facebook

Question 2mediummatching
Full question →

Match each Azure AI feature to the service that provides it.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Text Analytics

Face API

Custom Speech

LUIS

Computer Vision

Question 3mediummatching
Full question →

Match each Azure AI tool to its purpose.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Drag-and-drop ML model building

Interactive code development

Command-line management of Azure resources

Programmatic access to Azure services

Run AI services on-premises

Question 4mediummatching
Full question →

Match each Azure Cognitive Services endpoint to its purpose.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Analyze sentiment of text

Generate description of an image

Query a knowledge base

Detect faces in an image

Translate text between languages

Question 5mediummatching
Full question →

Match each Azure AI concept to its description.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

URL to access a cognitive service

Authentication credential for API access

Azure datacenter location for the service

Container for related Azure resources

Billing and access management container

Question 6mediummatching
Full question →

Match each Azure AI pricing tier to its description.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Limited transactions per month for evaluation

Production tier with higher throughput

Higher throughput than S0

Even higher throughput for large workloads

Highest throughput tier

Question 7mediummatching
Full question →

Match each Azure AI term to its definition.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Language Understanding Intelligent Service

Service to create a question and answer bot

Service to build custom image classifiers

Convert spoken language to text

Extract insights from text like key phrases

Question 8mediummatching
Full question →

Match each Azure Cognitive Search skill to its capability.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Extract text from images

Identify entities like people or organizations

Extract key phrases from text

Detect language of text

Determine sentiment of text

Question 9mediummatching
Full question →

Match each Azure AI scenario to the appropriate service.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Computer Vision

Speech Translation

Form Recognizer

Text Analytics

QnA Maker

Question 10mediummatching
Full question →

Match each Azure AI service to its primary function.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Build conversational AI bots

AI-powered cloud search

Extract information from documents

Analyze video and audio content

Monitor metrics and detect anomalies

These AI-102 practice questions are part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style AI-102 questions with detailed explanations, topic-based practice, mock exams, readiness tracking, and study analytics.