AI-102 Exam Questions
327 real AI-102 exam questions with expert-verified answers and explanations. Page 4 of 7.
- Question #205Implement conversational AI solutions
SIMULATION You need to add a question pair to the published knowledge base used by a QnA Maker service named QNA12345678. The question must be: `What will be the next version of Wi...
QnA MakerKnowledge base managementQnA pair creation - Question #206Implement conversational AI solutions
SIMULATION Use the following login credentials as needed: - To enter your username, place your cursor in the Sign in box and click on the username below. - To enter your password,...
Azure Bot ServiceBot Framework SDKBot registrationBot endpoint configuration - Question #207
You develop a custom question answering project in Azure AI Language. The project will be used by a chatbot. You need to configure the project to engage in multi-turn conversations...
Azure AI LanguageCustom Question AnsweringMulti-turn conversations - Question #208
You are building a Conversational Language Understanding model. You need to ensure that the model will support the following sample utterances: - Set all the lights to on. - Turn o...
CLU model designCLU intentsCLU entitiesUtterance analysis - Question #209Implement Natural Language Processing Solutions
You are building a social media extension that will convert text to speech. The solution must meet the following requirements: - Support messages of up to 400 characters. - Provide...
Azure AI SpeechText-to-Speech APIAPI endpoints - Question #210Implement conversational AI solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Custom Question AnsweringNatural Language Understanding (NLU)Chatbot troubleshootingLanguage Studio entities - Question #213Develop Conversational AI Solutions - specifically building and testing bots using the Microsoft Bot Framework SDK and Emulator tools (Azure AI Engineer Associate / AI-102)
Drag and Drop Question 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 i...
Bot Framework SDKBot Framework EmulatorLocal Bot TestingAzure AI Bot Service - Question #214Implement computer vision solutions using Azure AI Services - specifically exporting Custom Vision models for offline/edge deployment scenarios
Drag and Drop Question You have an Azure AI Custom Vision service project that performs object detection. The project uses the General domain for classification and contains a trai...
Azure AI Custom VisionModel ExportCompact DomainsEdge Deployment - Question #215Implement and manage Azure AI Language services, including project portability and regional migration of custom language projects
Drag and Drop Question You have a question answering project in Azure AI Language. You need to move the project to a Language service instance in a different Azure region. Which th...
Azure AI LanguageQuestion AnsweringProject MigrationLanguage Service - Question #216Implement Computer Vision solutions
You have an app that analyzes images by using the Azure AI Computer Vision API. You need to configure the app to provide an output for users who are vision impaired. The solution m...
Azure Computer VisionImage DescriptionCognitive Services APIs - Question #217Plan and manage an Azure AI solution
You are building an AI solution that will use Sentiment Analysis results from surveys to calculate bonuses for customer service staff. You need to ensure that the solution meets th...
Responsible AIAI EthicsSentiment Analysis - Question #218
You have an Azure subscription that contains a Language service resource named ta1 and a virtual network named vnet1. You need to ensure that only resources in vnet1 can access ta1...
Azure Language Service securityVirtual Network integrationPrivate LinkNetwork access control - Question #219N/A
You are developing a monitoring system that will analyze engine sensor data, such as rotation speed, angle, temperature, and pressure. The system must generate an alert in response...
Multivariate Anomaly DetectionAnomaly DetectionSensor Data AnalysisTime Series Analysis - Question #221Implement knowledge mining solutions
You have an Azure AI Search solution and a collection of handwritten letters stored as JPEG files. You plan to index the collection. The solution must ensure that queries can be pe...
Azure AI SearchOCR skillImage indexingUnstructured data processing - Question #222
You have an app that captures live video of exam candidates. You need to use the Face service to validate that the subjects of the videos are real people. What should you do?
Azure AI Face serviceLiveness detectionFace API attributes - Question #224Implement knowledge mining solutions
You have an Azure subscription that contains an AI enrichment pipeline in Azure AI Search and an Azure Storage account that has 10 GB of scanned documents and images. You need to i...
Azure AI SearchIndexersParallel indexingIndexing performance - Question #225Analyze video and audio content using Azure AI Video Indexer / Azure Video Analyzer for Media, including customizing content models for brand detection
Drag and Drop Question You need to analyze video content to identify any mentions of specific company names. Which three actions should you perform in sequence? To answer, move the...
Azure Video Analyzer for MediaBrands Model CustomizationContent ModerationAzure AI Services - Question #226Implement Computer Vision solutions
You have a mobile app that manages printed forms. You need the app to send images of the forms directly to Forms Recognizer to extract relevant information. For compliance reasons,...
Azure AI Document IntelligenceAPI input formatBinary image dataDirect API call - Question #227Implement Computer Vision solutions
You plan to build an app that will generate a list of tags for uploaded images. The app must meet the following requirements: - Generate tags in a user's preferred language. - Supp...
Azure Computer VisionImage TaggingMultilingual AIImage Analysis - Question #229Design and implement computer vision solutions using Azure AI Vision / Custom Vision, including selecting appropriate project types and domains based on connectivity and inference requirements
Drag and Drop Question You have a factory that produces cardboard packaging for food products. The factory has intermittent internet connectivity. The packages are required to incl...
Azure Custom VisionObject DetectionCompact DomainsEdge AI / Offline Inference - Question #230Implement Natural Language Processing solutions
You have a Language service resource that performs the following: - Sentiment analysis - Named Entity Recognition (NER) - Personally Identifiable Information (PII) identification Y...
Azure Language ServiceData persistenceAPI configurationPrivacy settings - Question #231Design and implement an Azure AI Language solution
You have an Azure AI Services model named Model1 that identifies the intent of text input. You develop an app in C# named App1. You need to configure App1 to use Model1. Which pack...
Azure Language ServiceIntent detectionC# SDKNuGet packages - Question #234Implement Natural Language Processing solutions
You train a Conversational Azure AI Language Understanding model to understand the natural language input of users. You need to evaluate the accuracy of the model before deploying...
Azure AI Language UnderstandingModel evaluationLanguage StudioREST API - Question #235Implement natural language processing solutions using Azure AI Speech services, specifically configuring speech-to-speech translation with the Speech SDK
Drag and Drop Question You develop an app in C# named App1 that performs speech-to-speech translation. You need to configure App1 to translate English to German. How should you com...
Azure Cognitive ServicesSpeech SDKSpeech TranslationSpeechTranslationConfig - Question #236Implement Azure AI Language solutions
You have an Azure subscription that contains an Azure AI Language service resource. You need to identify the URL of the REST interface for the Language service. Which blade should...
Azure AI Language ServiceREST endpoint URLAzure portal navigation - Question #237Implement and manage Azure AI Speech services, including customizing speech recognition models to improve accuracy for domain-specific terminology
Drag and Drop Question You are building a transcription service for technical podcasts. Testing reveals that the service fails to transcribe technical terms accurately. You need to...
Azure AI SpeechCustom SpeechSpeech-to-TextModel Training - Question #238Deploy and Manage AI Solutions - specifically deploying Cognitive Services containers on-premises or in custom environments using Docker
Drag and Drop Question You have a Language Understanding solution that runs in a Docker container. You download the Language Understanding container image from the Microsoft Contai...
Azure Cognitive ServicesLanguage Understanding (LUIS)Docker ContainersAI Deployment - Question #241Implement conversational AI solutions
You have a text-based chatbot. You need to enable content moderation by using the Text Moderation API of Content Moderator. Which two service responses should you use? Each correct...
Azure Content ModeratorText Moderation APIPII detectionContent classification - Question #242Implement conversational AI solutions
You are designing a conversational interface for an app that will be used to make vacation requests. The interface must gather the following data: - The start date of a vacation -...
conversational interfacedialog managementwaterfall dialogbot design patterns - Question #243
You create a bot by using the Microsoft Bot Framework SDK. You need to configure the bot to respond to events by using custom text responses. What should you use?
Microsoft Bot Framework SDKActivity handlerBot event handlingCustom text responses - Question #245Implement conversational AI solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Language Service QAChatbot ChitchatChitchat source filesBot response formality - Question #246Implement conversational AI solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Language ServiceQuestion AnsweringLanguage StudioChatbot Q&A - Question #247Implement Azure AI Language solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Language ServiceCustom Question AnsweringChatbot ChitchatLanguage Studio - Question #248Implement conversational AI solutions
You create five bots by using Microsoft Bot Framework Composer. You need to make a single bot available to users that combines the bots. The solution must support dynamic routing t...
Bot Framework OrchestratorBot DispatchDynamic bot routingBot Framework Composer - Question #249Implement conversational AI solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Cognitive Service for LanguageQuestion AnsweringChatbot trainingAlternative phrasing - Question #250Implement natural language processing solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
Azure Custom Q&ACognitive Service for LanguageChatbot NLUChit-chat - Question #251Implement conversational AI solution
You have a Conversational Language Understanding model. You export the model as a JSON file. The following is a sample of the file. What represents the Weather.Historic entity in t...
CLU model exportCLU entitiesJSON structure - Question #252
You are building a chatbot by using Microsoft Bot Framework Composer. You need to configure the chatbot to present a list of available options. The solution must ensure that an ima...
Bot Framework ComposerAdaptive CardsChatbot dialogs - Question #253Implement conversational AI solutions
You are building a chatbot. You need to configure the bot to guide users through a product setup process. Which type of dialog should you use?
Chatbot developmentWaterfall dialogsDialog management - Question #254Implement conversational AI solutions
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 mul...
Bot Framework channelsVoice AIAzure Bot Service - Question #255
You are building a bot by using Microsoft Bot Framework. You need to configure the bot to respond to spoken requests. The solution must minimize development effort. What should you...
Bot FrameworkSpeech integrationCortana integrationBot channels - Question #256Implement conversational AI solutions
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some q...
QnA Maker configurationChit-chat managementChatbot response formality - Question #258Implement conversational AI solutions
You are building a chatbot for a travel agent. The bot will ask users for a destination and must repeat the question until a valid input is received, or the user closes the convers...
Chatbot dialogsPrompt designConversational AI - Question #259Implement conversational AI solutions
You are building a chatbot. You need to configure the chatbot to query a knowledge base. Which dialog class should you use?
Bot FrameworkQnA MakerDialog classesKnowledge base integration - Question #260Plan and manage an Azure AI solution
You are building a solution that will detect anomalies in sensor data from the previous 24 hours. You need to ensure that the solution scans the entire dataset, at the same time, f...
Anomaly detectionBatch processingData processing types - Question #261Azure AI Language solutions
Drag and Drop Question You are building an app that will scan confidential documents and use the Azure AI Language service to analyze the contents. You provision an Azure AI Servic...
Azure AI containersOn-premises deploymentAzure AI LanguageData privacy - Question #263Plan and manage an Azure AI solution
You have an Azure subscription that contains an Azure AI Anomaly Detector resource. You deploy a Docker host server named Server1 to the on-premises network. You need to host an in...
Azure AI containersOn-premises deploymentDocker run parametersContainer billing - Question #266Implement knowledge mining and document intelligence solutions / Deploy Azure AI services in containers (Azure AI-102 / AI Engineer Associate)
Drag and Drop Question You have a Docker host named Host1 that contains a container base image. You have an Azure subscription that contains a custom speech-to-text model named mod...
Azure Cognitive ServicesCustom SpeechDocker ContainersSpeech-to-Text - Question #267Implement natural language processing solutions using Azure AI Language services - selecting the appropriate pre-built vs. custom features based on business requirements and development effort constraints.
Drag and Drop Question You are building a customer support chatbot. You need to configure the bot to identify the following: - Code names for internal product development - Message...
Azure AI LanguageCustom NERPII DetectionNamed Entity Recognition - Question #269Implement conversational AI solutions
You have a Speech resource and a bot that was built by using the Microsoft Bot Framework Composer. You need to add support for speech-based channels to the bot. Which three actions...
Bot Framework ComposerAzure Speech ServiceSpeech channel integrationSpeech resource configuration