AI-102 Exam Questions
327 real AI-102 exam questions with expert-verified answers and explanations. Page 1 of 7.
- Question #1
Case Study 1 - Wide World Importers Overview Existing Environment A company named Wide World Importers is developing an e-commerce platform. You are working with a solutions archit...
Azure Cognitive SearchSearch suggesterAutocomplete APIText analyzers - Question #2Design and implement event-based and serverless solutions on Azure (AZ-204 / AZ-305 - Develop Azure compute solutions / Design infrastructure solutions)
Case Study 1 - Wide World Importers Overview Existing Environment A company named Wide World Importers is developing an e-commerce platform. You are working with a solutions archit...
Azure FunctionsAzure Event GridAzure Cosmos DB Change FeedAzure App Service - Question #3Incomplete question - likely maps to 'Design and Implement Azure Compute Solutions' or 'Design Event-Based and Message-Based Solutions' on AZ-204/AZ-305, but cannot be confirmed without complete question data.
Case Study 1 - Wide World Importers Overview Existing Environment A company named Wide World Importers is developing an e-commerce platform. You are working with a solutions archit...
Azure App ServiceAzure FunctionsAzure Event GridAzure Cosmos DB Change Feed - Question #6Implement conversational AI solutions
You need to build a chatbot that meets the following requirements: - Supports chit-chat, knowledge base, and multilingual models - Performs sentiment analysis on user messages - Se...
QnA MakerLanguage Understanding (LUIS)Text AnalyticsAzure Bot Service - Question #7Plan and manage an Azure AI solution
You successfully run the following HTTP request. POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc- a54745f708a1/resourceGroups/RG1/providers/Microsoft.Cognit...
Cognitive Services keysAzure AI Services key managementREST API operations - Question #8Implement computer vision solutions
You build a custom Azure AI Document Intelligence model. You receive sample files to use for training the model as shown in the following table. Which three files can you use to tr...
Document Intelligence custom modelsDocument Intelligence training data - Question #9Design and implement a computer vision solution
You have a Video Indexer service that is used to provide a search interface over company videos on your company's website. You need to be able to search for videos based on who is...
Azure Video Indexerperson modelface recognitionvideo search - Question #10Implement computer vision solutions
You use the Azure AI Custom Vision service to build a classifier. After training is complete, you need to evaluate the classifier. Which two metrics are available for review? Each...
Azure Custom VisionModel evaluationPrecisionRecall - Question #11Implement Language 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...
Conversational Language UnderstandingCLU entitiesCLU intentsLanguage model training - Question #12Implement language understanding 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 CLUIntent trainingUtterancesPatterns - Question #13
You deploy a web app that is used as a management portal for indexing in Azure AI Search. The app is configured to use the primary admin key. During a security review, you discover...
Azure AI SearchAccess key managementSecurity incident responseDowntime minimization - Question #14Implement knowledge mining and document intelligence
You have an existing Azure AI Search service. You have an Azure Blob storage account that contains millions of scanned documents stored as images and PDFs. You need to make the sca...
Azure AI SearchBlob storageIndexer configurationPerformance optimization - Question #15
You need to implement a table projection to generate a physical expression of an Azure AI Search index. Which three properties should you specify in the skillset definition JSON co...
Azure AI SearchSkillset configurationTable projectionJSON syntax - Question #16Implement knowledge mining solutions
You have the following data sources: - Finance: On-premises Microsoft SQL Server database - Sales: Azure Cosmos DB using the Core (SQL) API - Logs: Azure Table storage - HR: Azure...
Azure AI SearchData source indexingOn-premises data migrationAzure SQL Database - Question #17Implement natural language processing solutions
You are building a multilingual chatbot. You need to send a different answer for positive and negative messages. Which two Text Analytics APIs should you use? Each correct answer p...
Azure Text AnalyticsSentiment AnalysisLanguage DetectionMultilingual Chatbots - Question #18Implement conversational AI solutions
You are building a bot on a local computer by using the Microsoft Bot Framework. The bot will use an existing Language Understanding model. You need to translate the Language Under...
Bot Framework CLILUIS model exportLanguage Understanding (LUIS) - Question #19Implement conversational AI solutions
You build a conversational bot named bot1. You need to configure the bot to use a QnA Maker application. From the Azure Portal, where can you find the information required by bot1...
Azure QnA MakerBot Service integrationAPI keysEndpoint configuration - Question #20Implement an Azure Machine Learning solution
You have used Azure Machine Learning to train a machine learning model. How can you use the model in your application?
Azure ML model deploymentML web serviceModel inference - Question #21Plan and Implement an Azure AI Solution
How are client applications granted access to a cognitive services endpoint?
Cognitive Services accessAPI authenticationSubscription keys - Question #22Implement knowledge mining solutions
Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English. You need to extract top-level information from the...
Azure AI Document IntelligenceReceipt processingInformation extractionPrebuilt models - Question #23
You are developing a new sales system that will process the video and text from a public-facing website. You plan to monitor the sales system to ensure that it provides equitable r...
Responsible AIAI fairnessAI inclusiveness - Question #24Implement Computer Vision solutions
You have the following C# method for creating Azure AI service resources programmatically. You need to call the function to create a free Azure resource in the West US Azure region...
Azure Computer VisionAzure AI provisioningAzure AI SKUs - Question #25Plan and Manage an Azure AI Solution
You want to keep track of how often the subscription keys for your cognitive services resource are retrieved. How can you achieve that?
Azure Cognitive ServicesAzure MonitorActivity Log AlertsKey Access Monitoring - Question #26Implement Natural Language Processing solutions
Your organization wants to create an application that monitor the reviews on your website and notify when any negative review is posted. How can you achieve that?
Azure Text AnalyticsSentiment AnalysisNLP - Question #27Implement conversational AI solutions
Your organization uses speech synthesis and now you want to change the voice used in the service. How can you achieve that?
Speech SynthesisVoice ConfigurationAzure Speech SDKSpeechConfig - Question #28Implement computer vision solutions
You are developing a method that uses the Azure AI Vision client library. The method will perform optical character recognition (OCR) in images. The method has the following code....
Azure AI VisionOCRAsynchronous operationsSDK polling - Question #29Implement Azure AI Language solutions
You are building a Conversational Language Understanding model for an e-commerce platform. You need to construct an entity to capture billing addresses. Which entity type should yo...
CLU entity typesMachine Learned EntitiesAddress recognition - Question #30
You need to upload speech samples to a Speech Studio project. How should you upload the samples?
Azure Speech StudioCustom SpeechData upload requirements - Question #31Design and implement natural language processing solutions
You are developing a method for an application that uses the Azure AI Translator API. The method will receive the content of a webpage, and then translate the content into Greek (e...
Azure AI Translator APIAPI URI parametersText translationTransliteration - Question #32
You have a chatbot that was built by using the Microsoft Bot Framework. You need to debug the chatbot endpoint remotely. Which two tools should you install on a local computer? Eac...
Bot Framework debuggingngrokBot Framework Emulator - Question #34Implement 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...
Conversational Language UnderstandingCLU intentsCLU entitiesLanguage model design - Question #35Implement Azure AI Speech Solutions
Which object should you use to specify that the speech input to be transcribed to text is in an audio file?
Speech-to-TextAudio inputAzure AI Speech SDKAudioConfig object - Question #36
Your app must interpret a command to book a flight to a specified city, such as look a flight to Paris.?How should you model the city element of the command?
NLU entitiesLanguage UnderstandingAzure AI Language - Question #37Implement Computer Vision 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...
Custom VisionSmart LabelerModel retrainingImage classification - Question #38Implement computer vision 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...
Custom VisionImage classificationModel retrainingAzure AI Vision - Question #39Implement computer vision 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...
Custom VisionImage classificationModel retrainingAzure AI Vision - Question #40Implement Conversational AI solutions
You require to add a multi-turn context for a question in an existing knowledge base. How can you achieve that?
Multi-turn contextCustom question answeringQnA MakerFollow-up prompts - Question #41Implement conversational AI solutions
How can you enable a conversational customer support solution through both email and web chat?
Azure Bot ServiceBot channelsEmail integrationWeb chat integration - Question #42Implement computer vision solutions
With which visual feature you can generate appropriate caption for images using computer vision service?
Azure Computer VisionImage Captioning - Question #43Implement natural language processing solutions using Azure Cognitive Services / Language Understanding (LUIS) programmatic authoring API
Drag and Drop Question You have 100 chatbots that each has its own Language Understanding model. Frequently, you must add the same phrases to each model. You need to programmatical...
LUISLanguage UnderstandingAzure Cognitive ServicesLUIS Authoring SDK - Question #44Deploy and manage Azure AI Language services, including containerized deployment of Conversational Language Understanding models
Drag and Drop Question You plan to use a Conversational Language Understanding application named app1 that is deployed to a container. App1 was developed by using a Conversational...
Conversational Language UnderstandingAzure AI ContainersModel DeploymentAzure Language Service - Question #46Deploy and manage AI solutions using Azure AI services, specifically deploying containerized AI services securely with access control and credential management best practices
Drag and Drop Question You plan to use containerized versions of the Azure AI Anomaly Detector API on local devices for testing and in on-premises datacenters. You need to ensure t...
Azure AI ContainersAzure Container RegistryAzure RBACAnomaly Detector - Question #48Implement image and video processing solutions using Azure AI Vision / Face API - specifically selecting appropriate data structures and matching modes for face similarity search at scale
Drag and Drop Question You are developing a call to the Face API. The call must find similar faces from an existing list named employeefaces. The employeefaces list contains 60,000...
Azure Face APICognitive ServicesComputer VisionLargeFaceList - Question #49Implement image analysis solutions using Azure Cognitive Services - specifically leveraging the Face API for person identification and facial recognition scenarios.
Drag and Drop Question You are developing a photo application that will find photos of a person based on a sample image by using the Face API. You need to create a POST request to...
Azure Face APICognitive ServicesComputer VisionAI-900/AI-102 - Question #53Build and manage a question answering solution using Azure AI Language / QnA Maker - specifically configuring and optimizing knowledge bases for improved chatbot response accuracy (AI-102: Designing and Implementing a Microsoft Azure AI Solution)
Drag and Drop Question You are building a retail chatbot that will use a QnA Maker service. You upload an internal support document to train the model. The document contains the fo...
QnA MakerAzure Cognitive ServicesKnowledge Base ManagementConversational AI - Question #58Build natural language understanding solutions using Azure Cognitive Services / Language Understanding (LUIS), specifically leveraging prebuilt domains to accelerate model development - aligns with the 'Build AI solutions with Azure Cognitive Services' domain of the AI-102 certification.
Drag and Drop Question You plan to build a chatbot to support task tracking. You create a Language Understanding service named lu1. You need to build a Language Understanding model...
Azure Language Understanding (LUIS)Prebuilt DomainsConversational AIChatbot Development - Question #59Build and manage a conversational AI solution / Implement natural language understanding with Azure Cognitive Services Language Understanding (AI-102 or AI-900)
Drag and Drop Question You are using a Language Understanding service to handle natural language input from the users of a web-based customer agent. The users report that the agent...
Language Understanding (LUIS)Active LearningNatural Language ProcessingModel Improvement - Question #66
A customer uses Azure AI Search. The customer plans to enable a server-side encryption and use customer-managed keys (CMK) stored in Azure. What are three implications of the plann...
Azure AI SearchCustomer-managed keysAzure Key VaultEncryption performance - Question #67Plan and manage an Azure AI solution
You are developing a new sales system that will process the video and text from a public-facing website. You plan to notify users that their data has been processed by the sales sy...
Responsible AI principlesAI transparencyData processing notification - Question #68Implement Knowledge Mining 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 Private LinkPrivate EndpointVirtual Network connectivityAzure AI Search