AI-102 Exam Questions
327 real AI-102 exam questions with expert-verified answers and explanations. Page 2 of 7.
- Question #69Implement and manage an Azure AI Search solution
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 AI SearchPrivate LinkIP Firewall RulesPrivate Networking - Question #70Secure Azure AI services
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 AI SearchPrivate ConnectivityVNet integrationNSG rules - Question #71Plan and manage an Azure AI solution
You plan to perform predictive maintenance. You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-min...
Anomaly Detectortime series analysispredictive maintenance - Question #72
You plan to provision a QnA Maker service in a new resource group named RG1. In RG1, you create an App Service plan named AP1. Which two Azure resources are automatically created i...
QnA Maker provisioningQnA Maker dependenciesAzure AI SearchAzure App Service - Question #73Plan and Manage Azure AI Solutions
You are building a language model by using a Language Understanding service. You create a new Language Understanding resource. You need to add more contributors. What should you us...
Azure IAMAzure RBACAccess control - Question #74Implement conversational AI solutions
You are building a Conversational Language Understanding model for an e-commerce chatbot. Users can speak or type their billing address when prompted by the chatbot. You need to co...
Azure CLUCLU entitiesChatbot development - Question #75
You are building an Azure Weblob that will create knowledge bases from an array of URLs. You instantiate a QnAMakerClient object that has the relevant API keys and assign the objec...
QnA Maker KB creationCognitive Services SDKQnAMakerClientSDK method calls - Question #76Implement conversational AI solutions
You are building a conversational language understanding model. You need to enable active learning. What should you do?
Azure CLUActive learningPrediction endpoint - Question #77
You are developing a solution to generate a word cloud based on the reviews of a company's products. Which Text Analytics REST API endpoint should you use?
Azure Text AnalyticsKey Phrase extractionCognitive Services REST API - Question #78Implement conversational AI solutions
You build a bot by using the Microsoft Bot Framework SDK and the Azure Bot Service. You plan to deploy the bot to Azure. You register the bot by using the Bot Channels Registration...
Azure Bot Service deploymentBot Framework SDKApplication registrationApp authentication credentials - Question #82Implement knowledge mining and Azure AI solutions - specifically configuring Azure Video Indexer widgets and URL parameters for media analysis and display requirements (AI-102 / Azure AI Engineer Associate)
Drag and Drop Question You are developing a webpage that will use the Video Indexer service to display videos of internal company meetings. You embed the Player widget and the Cogn...
Azure Video IndexerCognitive ServicesWidget ConfigurationMedia Intelligence - Question #83Implement computer vision solutions using Azure AI Vision services, including preparing and deploying Custom Vision models for edge and mobile platforms
Drag and Drop Question You train an Azure AI Custom Vision object detection model to identify a company's products by using the Retail domain. You plan to deploy the model as part...
Azure AI Custom VisionObject DetectionModel ExportMobile Deployment - Question #85Implement and manage AI solutions using Azure Cognitive Services - specifically managing and deploying Custom Vision models across environments using the Custom Vision Training API.
Drag and Drop Question You have a Custom Vision resource named acvdev in a development environment. You have a Custom Vision resource named acvprod in a production environment. In...
Azure Custom VisionCognitive Services APIProject MigrationAI Model Deployment - Question #86Implement computer vision solutions using Azure AI Custom Vision, including efficient data labeling and iterative model improvement workflows
Drag and Drop Question Drag and Drop Question You train an Azure AI Custom Vision image classification model used in a mobile app. You receive 1,000 new images that do not have any...
Azure AI Custom VisionImage ClassificationModel RetrainingSmart Labeler / Suggested Tags - Question #88Implement security for AI-powered search solutions, including managing API keys and ensuring minimal-privilege access to Azure AI Search resources.
Drag and Drop Question You have a web app that uses Azure AI Search. When reviewing billing for the app, you discover much higher than expected charges. You suspect that the query...
Azure AI SearchKey ManagementSecurity Best PracticesLeast Privilege Access - Question #92Monitor, troubleshoot, and optimize 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 AI SearchService throttlingService tiersScaling - Question #93
You have receipts that are accessible from a URL. You need to extract data from the receipts by using Azure AI Document Intelligence and the SDK. The solution must use a prebuilt m...
Azure Document IntelligencePrebuilt modelsSDK usageReceipt processing - Question #94Implement knowledge mining solutions
You have a collection of 50,000 scanned documents that contain text. You plan to make the text available through Azure AI Search. You need to configure an enrichment pipeline to pe...
Azure AI SearchCognitive ServicesOCRCost management - Question #95Implement Azure AI Search 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 AI SearchThrottlingScalabilityIndexes - Question #96Plan and manage an Azure AI Search solution
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 AI Searchthrottlingcustomer-managed keysencryption - Question #97Implement solutions that use the Azure AI Language service
You are training a Language Understanding model for a user support system. You create the first intent named GetContactDetails and add 200 examples. You need to decrease the likeli...
LUIS Intent trainingFalse positive reductionNone intentAzure AI Language - Question #98Implement Knowledge Mining and Document Intelligence Solution
You are developing an application that will use Azure AI Search for internal documents. You need to implement document-level filtering for Azure AI Search. Which three actions shou...
Azure AI SearchDocument-level filteringGroup-based access control - Question #99Implement conversational AI solutions
You are building a chatbot by using the Microsoft Bot Framework Composer as shown in the exhibit. (Click the Exhibit tab.) The chatbot contains a dialog named GetUserDetails. GetUs...
Bot Framework ComposerChatbot property scopeDialog variablesConversational AI - Question #100Implement conversational AI solutions
You need to enable speech capabilities for a chatbot. Which three actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is wor...
Azure Bot ServiceAzure AI SpeechDirect Line Speech ChannelWebSockets - Question #101Identify features of common AI workloads / Select appropriate Azure AI Services for a given use case (AI-900: Describe Artificial Intelligence Workloads and Considerations)
Drag and Drop Question You need to develop an automated call handling system that can respond to callers in their own language. The system will support only French and English. Whi...
Azure AI Speech ServicesSpeech to TextText to SpeechAutomated Call Handling - Question #102Implement image classification solutions using Azure AI Custom Vision
Drag and Drop Question You are developing an application that will detect faulty components produced on a factory production line. The components are specific to your business. You...
Azure AI Custom VisionImage ClassificationComputer VisionAI Service Workflow - Question #105Design and implement a natural language processing solution using Azure Cognitive Services / Azure AI Language, specifically selecting appropriate entity types in LUIS/CLU to minimize training data while maximizing recognition accuracy.
Drag and Drop Question You are building a Language Understanding model for purchasing tickets. You have the following utterance for an intent named PurchaseAndSendTickets. Purchase...
Language Understanding (LUIS)Entity TypesPrebuilt EntitiesAzure AI Language - Question #106Implement natural language processing solutions using Azure Cognitive Services, specifically managing and improving QnA Maker knowledge bases through active learning integration.
Drag and Drop Question You have a chatbot that uses a QnA Maker application. You enable active learning for the knowledge base used by the QnA Maker application. You need to integr...
QnA MakerActive LearningKnowledge Base ManagementAzure AI Services - Question #107Implement knowledge mining solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Azure AI Document IntelligenceForm Recognizerconfidence scores - Question #108Implement natural language processing solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Microsoft TranslatorLanguage translationMultilingual AI solutions - Question #109Implement Azure AI Document Intelligence solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Azure AI Document IntelligenceAzure AI Vision Read APIOCRDocument extraction workflow - Question #110Implement conversational AI solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Azure QnA MakerConversational AIKnowledge base managementChatbot configuration - Question #111Implement natural language processing solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Custom Language ModelAzure AI LanguageChatbot DevelopmentDocument Intelligence - Question #112Implement Knowledge Mining solutions
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Azure AI SearchDocument intelligenceCognitive Search skillsetsAzure Cosmos DB indexer - Question #113
Case Study 2 - Contoso, Ltd. General Overview Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the United Kingdom. Contoso has a profe...
Azure Cognitive SearchSynonym MapsKnowledge MiningSearch Relevance - Question #117Implement natural language processing solutions
You are examining the Azure AI Language service output of an application. The text analyzed is: "Our tour guide took us up the Space Needle during our trip to Seattle last week." T...
Azure AI LanguageNamed Entity RecognitionNER API - Question #118Implement an Azure AI solution infrastructure
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 Private EndpointAzure AI SearchVirtual NetworkPrivate connectivity - Question #119
You have an Azure AI Services resource named lu1. It contains a Conversational Language Understanding model. You build and deploy an Azure bot named bot1 that uses lu1. You need to...
Azure Bot ServiceResponsible AIDirect Line SpeechAI Inclusiveness - Question #120Implement computer vision solutions
Your company uses an Azure AI Services solution to detect faces in uploaded images. The method to detect the faces uses the following code. You discover that the solution frequentl...
Azure Face serviceFace detectionDetection modelAI model configuration - Question #121
You have the following C# method. You need to deploy an Azure resource to the East US Azure region. The resource will be used to perform sentiment analysis. How should you call the...
Azure AI LanguageSentiment analysisAzure resource SKUsAzure region codes - Question #122
You build a Conversational Azure AI Language Understanding model by using the Language Services portal. You export the model as a JSON file as shown in the following sample. To wha...
Language UnderstandingLUIS entitiesEntity mappingJSON model structure - Question #125
Which statement is an example of Data Manipulation Language (DML)?
SQL DMLDatabase commandsUPDATE statement - Question #126
Your company needs to implement a relational database in Azure. The solution must minimize ongoing maintenance. Which Azure service should you use?
Azure SQL DatabasePaaS databasesManaged servicesDatabase selection - Question #127
You have a SQL query that combines customer data and order data. The query includes calculated columns. You need to create a database object that would allow other users to rerun t...
SQL viewsDatabase objectsSQL queries - Question #128
What are two benefits of platform as a service (PaaS) relational database offerings in Azure, such as Azure SQL Database? Each correct answer presents a complete solution. NOTE: Ea...
PaaS benefitsAzure SQL Database - Question #129
You have data saved in the following format. Which format was used?
Data formatsCSVJSONYAML - Question #130
What is a primary characteristic of a relational database?
Relational databaseSQL language - Question #131Plan and manage an Azure AI solution
What ate two uses of data visualization? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Data visualization basicsData trendsData patternsCommunicating data - Question #132
What should you use to build a Microsoft Power Bi paginated report?
Power BI paginated reportsPower BI Report Builder - Question #133Plan and manage an Azure AI solution
Which scenario is an example of a streaming workload?
Streaming workloadsReal-time data processingTelemetry data