Azure AI Engineer AI-102 Practice

Q: How many questions are in this practice set?

This practice set contains 60 questions with detailed explanations.

Q: What topics does this practice cover?

It covers the key topics and question types for Azure AI Engineer Associate, including vocabulary, grammar, reading, and practical test skills.

Q: Are there explanations for every question?

Yes, every question includes a clear explanation so you can understand the correct answer and learn from mistakes.

Q: Can I save my progress and mistakes?

Your wrong answers, favorites, scores, and study streak are saved in your browser, so you can review them on the same device.

Q: What practice modes are available?

You can practice randomly, take a timed mock exam, filter by difficulty, type, and topic, search questions, and review wrong answers.

Practice 60 original Azure AI Engineer AI-102 questions covering planning, vision, language, speech, Azure OpenAI, deployment and monitoring, with detailed explanations.

Level: Azure AI Engineer Associate Difficulty: advanced 60 questions 60 min

Choose a practice mode, answer each Azure AI Engineer AI-102 question, then review the explanation. Wrong answers are saved locally for review.

Practice mode Difficulty Topic Question type Search questions

Day streak: 0 days Saved only on this device

Question 1

What is Azure AI Foundry?

Select an answer A CDNA unified platform for building and managing AI solutionsA DNS serviceA database

Question 2

What are Azure AI Services?

Select an answer Prebuilt AI APIs for vision, language, speech, and decisionVirtual machinesStorage accountsDNS zones

Question 3

What is responsible AI?

Select an answer A modelA storage servicePrinciples for fairness, reliability, privacy, transparency, and accountabilityA firewall

Question 4

What does Azure AI Content Safety do?

Select an answer Stores imagesTranslates textRuns virtual machinesDetects and filters harmful content

Question 5

What is a language resource in Azure?

Select an answer A database tableA DNS recordA firewallAn Azure resource with an endpoint and keys for language services

Question 6

What is an AI hub in Azure AI Foundry?

Select an answer A central workspace for AI projects and resourcesA modelA datasetA load balancer

Question 7

What is a project in Azure AI Foundry?

Select an answer A DNS zoneA scoped workspace for one AI solutionA virtual machineA storage bucket

Question 8

What is the model catalog in Azure AI Foundry?

Select an answer A firewallA CDNA collection of available models for deploymentA database

Question 9

What is an endpoint in Azure AI?

Select an answer A virtual networkA databaseA URL used to call a deployed model or serviceA storage container

Question 10

Match each planning concept to its purpose.

AI FoundryAI ServicesResponsible AIContent safety

Question 11

Which Azure AI service analyzes images for objects, faces, and text?

Select an answer Azure AI LanguageAzure AI SpeechAzure AI SearchAzure AI Vision

Question 12

What is OCR?

Select an answer Classifying audioExtracting text from imagesTranslating textRecognizing speakers

Question 13

Which service can identify custom objects in images?

Select an answer Custom VisionAzure AI SpeechAzure AI LanguageAzure AI Search

Question 14

What does face detection do?

Select an answer Converts speech to textCreates embeddingsLocates faces in an imageTranslates text

Question 15

What is facial recognition?

Select an answer Generating captionsIdentifying or verifying a person from a faceDetecting objectsReading text

Question 16

What is image classification?

Select an answer Converting speech to textTranslating documentsCreating reportsAssigning a category to an image

Question 17

What is object detection?

Select an answer Recognizing speakersExtracting key phrasesFiltering contentLocating and labeling objects with bounding boxes

Question 18

What is an image caption?

Select an answer A DNS recordA text description generated from an imageA storage folderA model version

Question 19

What is a thumbnail?

Select an answer A smaller representation of an imageA database tableA speech modelA network route

Question 20

Match each vision concept to its purpose.

VisionOCRCustom VisionFace

Question 21

Which Azure AI service extracts sentiment, key phrases, and entities from text?

Select an answer Azure AI SpeechAzure AI SearchAzure AI LanguageAzure AI Vision

Question 22

What is sentiment analysis?

Select an answer Detecting facesConverting audioCreating thumbnailsDetermining positive, negative, or neutral tone

Question 23

What is named entity recognition?

Select an answer Identifying people, organizations, and locations in textRecognizing speakersDetecting objectsGenerating captions

Question 24

What is key phrase extraction?

Select an answer Creating embeddingsFinding the most important phrases in textExtracting text from imagesTranslating speech

Question 25

Which Azure service translates text between languages?

Select an answer Azure AI SearchAzure AI TranslatorAzure AI VisionAzure AI Speech

Question 26

What does Azure AI Document Intelligence do?

Select an answer Extracts structured data from documentsRecognizes speakersTranslates speechRuns virtual machines

Question 27

What is custom question answering?

Select an answer Generating imagesDetecting facesCreating reportsAnswering questions from a knowledge base

Question 28

What is conversational language understanding?

Select an answer Classifying imagesFiltering contentUnderstanding intents and entities in conversationConverting text to speech

Question 29

What is PII detection?

Select an answer Finding personal information such as names and phone numbersDetecting facesCreating thumbnailsTranslating audio

Question 30

Match each language concept to its purpose.

LanguageTranslatorDocument IntelligenceQuestion answering

Question 31

Which Azure AI service converts speech to text?

Select an answer Azure AI VisionAzure AI LanguageAzure AI SearchAzure AI Speech

Question 32

What is text to speech?

Select an answer Detecting objectsCreating embeddingsConverting text into spoken audioExtracting text from images

Question 33

What is speech translation?

Select an answer Filtering contentTranslating spoken language in real timeCreating captionsClassifying images

Question 34

What is custom speech?

Select an answer Custom speech models for domain vocabularyA databaseA DNS zoneA load balancer

Question 35

What is speaker recognition?

Select an answer Reading textGenerating thumbnailsIdentifying speakers by voiceDetecting faces

Question 36

What is pronunciation assessment?

Select an answer Translating textCreating imagesFiltering contentEvaluating pronunciation accuracy

Question 37

What is SSML?

Select an answer A firewallMarkup that controls speech prosody and voiceA storage formatA DNS protocol

Question 38

What is a speech endpoint?

Select an answer A URL for calling speech service operationsA modelA datasetA network route

Question 39

What is real-time transcription?

Select an answer Translating documentsDetecting objectsCreating reportsTranscribing audio as it arrives

Question 40

Match each speech concept to its purpose.

Speech-to-textText-to-speechCustom speechSpeaker recognition

Question 41

What is Azure OpenAI?

Select an answer Azure-hosted OpenAI models and servicesA DNS serviceA databaseA CDN

Question 42

What is a prompt?

Select an answer A storage folderA network routeInput text that instructs a modelA model output

Question 43

What is a completion?

Select an answer A database tableA DNS recordThe text generated by a modelAn input prompt

Question 44

What are embeddings?

Select an answer FirewallsNumeric vectors that represent textAudio filesImages

Question 45

What is a token?

Select an answer A virtual machineA storage accountA DNS recordA unit of text processed by a model

Question 46

What does temperature control in Azure OpenAI?

Select an answer The randomness of generated outputStorage capacityNetwork speedModel size

Question 47

What does max tokens limit?

Select an answer Network requestsThe length of generated outputThe number of modelsStorage usage

Question 48

What is a system message?

Select an answer A user questionA model outputA databaseInstructions that set assistant behavior

Question 49

What is content filtering in Azure OpenAI?

Select an answer A DNS zoneA load balancerBuilt-in safety filters for harmful contentA storage service

Question 50

Match each OpenAI concept to its purpose.

GPT modelEmbeddingTokenTemperature

Question 51

What is a deployment in Azure OpenAI?

Select an answer A firewallA hosted model instance accessible by an endpointA database tableA DNS record

Question 52

What is a managed endpoint?

Select an answer A custom networkA storage accountA virtual machineAn Azure-managed endpoint for a deployed model

Question 53

What is a container deployment?

Select an answer Running an AI service in a portable containerA DNS recordA databaseA CDN

Question 54

Which Azure service collects logs and metrics?

Select an answer Azure CDNAzure StorageAzure MonitorAzure DNS

Question 55

What is Application Insights?

Select an answer A firewallA modelApplication performance monitoringA database

Question 56

What is a quota in Azure AI?

Select an answer A DNS recordA limit on resource usageA modelA dataset

Question 57

What is an API key?

Select an answer A model versionA storage containerA network routeA secret used to authenticate calls

Question 58

What is a model version?

Select an answer A specific release of a modelA storage accountA firewallA DNS zone

Question 59

What is evaluation?

Select an answer Storing filesMeasuring the quality of model outputsDeleting modelsCreating DNS records

Question 60

Match each deployment concept to its purpose.

DeploymentContainerAzure MonitorAPI key