AI-102 Exam Questions
327 real AI-102 exam questions with expert-verified answers and explanations. Page 5 of 7.
- Question #270Design and implement conversational AI solutions using Azure Bot Service, including local debugging and testing of bots using the Bot Framework Emulator with trace activities.
Drag and Drop Question You are building a bot. You need to test the bot in the Bot Framework Emulator. The solution must ensure that you can debug the bot interactively. Which thre...
Bot Framework EmulatorTrace ActivitiesBot DebuggingAzure Bot Service - Question #271
You are building a flight booking bot by using the Microsoft Bot Framework SDK. The bot will ask users for the departure date. The bot must repeat the QUESTION 2until a valid date...
Bot DialogsPrompt DialogInput Validation - Question #273Implement security for Azure AI solutions
You are building an app that will use the Azure AI Speech service. You need to ensure that the app can authenticate to the service by using a Microsoft Entra ID token. Which two ac...
Azure AI Speech authenticationMicrosoft Entra IDConditional AccessCustom subdomain - Question #274Implement Computer Vision solutions
You are building an app that will include one million scanned magazine articles. Each article will be stored as an image file. You need to configure the app to extract text from th...
Azure AI VisionRead APIOCRText extraction - Question #275Implement computer vision solutions
You have a 20-GB video file named File1.avi that is stored on a local drive. You need to index File1.avi by using the Azure Video Indexer website. What should you do first?
Azure Video IndexerVideo ingestionOneDrive integration - Question #277Implement natural language processing solutions using Azure AI Language and Translator services, specifically configuring and executing document translation workflows with formatting preservation and custom terminology support.
Drag and Drop Question You have a collection of Microsoft Word documents and PowerPoint presentations in German. You need to create a solution to translate the files to French. The...
Azure Cognitive ServicesDocument Translation APIAzure Blob StorageCustom Glossary - Question #278Implement natural language processing solutions
You have the following C# function. You call the function by using the following code. Following 'Key phrases', what output will you receive?
C# string manipulationC# array indexingMethod invocation - Question #279ERROR: Official Exam Domains list was empty in the prompt, could not select a domain.
You have the following Python 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...
Azure Text AnalyticsSentiment analysisCognitive Services SKUAzure region formats - Question #280Implement natural language processing solutions using Azure AI Speech services, specifically configuring speech-to-speech translation pipelines with the Azure Speech SDK.
Drag and Drop Question You develop a Python app 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 TranslationSpeechTranslationConfigPython SDK - Question #282Implement conversational AI solutions
You build a bot. You create an Azure Bot resource. You need to deploy the bot to Azure. What else should you create?
Azure Bot ServiceApp RegistrationBot Deployment - Question #283Implement conversational AI solutions
You are building a chatbot by using the Microsoft Bot Framework SDK. The bot will be used to accept food orders from customers and allow the customers to customize each food item....
Bot Framework DialogsWaterfall DialogsPrompt DialogsChatbot user input - Question #285Implement conversational AI solutions
You build a bot by using the Microsoft Bot Framework SDK. You start the bot on a local computer. You need to validate the functionality of the bot. What should you do before you co...
Bot Framework SDKBot Framework Emulatorbot testing - Question #286Implement Azure OpenAI
You have an Azure OpenAI model named AI1. You are building a web app named App1 by using the Azure OpenAI SDK. You need to configure App1 to connect to AI1. What information must y...
Azure OpenAI SDKAPI connectionDeployment nameAccess keys - Question #287Implement Azure AI Language solutions
You are building a solution in Azure that will use Azure AI Language service to process sensitive customer data. You need to ensure that only specific Azure processes can access th...
Virtual Network rulesService EndpointsAzure AI Language service security - Question #288Plan 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...
Azure AI Anomaly DetectorTime series anomaly detectionPredictive maintenanceIoT sensor data - Question #289Plan and manage an Azure AI solution
You are developing a system that will monitor temperature data from a data stream. The system must generate an alert in response to atypical values. The solution must minimize deve...
Azure Stream AnalyticsStream processingAnomaly detectionReal-time data - Question #290
You have a Microsoft OneDrive folder that contains a 20-GB video file named File1.avi. You need to index File1.avi by using the Azure Video Indexer website. What should you do? Azu...
Azure Video IndexerOneDrive integrationVideo indexing - Question #291
You have an Azure subscription that contains an Azure AI Service resource named CSAccount1 and a virtual network named VNet1. CSAaccount1 is connected to VNet1. You need to ensure...
Azure AI Service networkingVNet Service EndpointsPrivate connectivity - Question #292Implement Azure AI Speech solutions
You are building an internet-based training solution. The solution requires that a user's camera and microphone remain enabled. You need to monitor a video stream of the user and d...
Azure AI SpeechSpeech-to-textAI services selection - Question #294Plan and manage an Azure AI solution - specifically deploying Azure AI Language containers for on-premises or network-restricted environments to satisfy data residency and privacy requirements.
Drag and Drop Question You have an app that manages feedback. You need to ensure that the app can detect negative comments by using the Sentiment Analysis API in Azure AI Language....
Azure AI LanguageSentiment AnalysisContainerized AI ServicesOn-Premises Deployment - Question #298Implement Computer Vision solutions
You are building an app that will share user images. You need to configure the app to perform the following actions when a user uploads an image: - Categorize the image as either a...
Azure AI Computer VisionImage type detectionImage descriptionsImage captioning - Question #299Implement natural language processing solutions
You are building an app that will use the Azure AI Video Indexer service. You plan to train a language model to recognize industry-specific terms. You need to upload a file that co...
Azure AI Video Indexerlanguage model trainingfile format - Question #300Implement image classification and object detection solutions using Azure AI Vision / Custom Vision services
Drag and Drop Question You have an app that uses Azure AI and a custom trained classifier to identify products in images. You need to add new products to the classifier. The soluti...
Azure Custom VisionImage ClassificationModel RetrainingAzure AI Services - Question #302Plan and manage an Azure AI solution
You are developing an app that will use the Decision and Language APIs. You need to provision resources for the app. The solution must ensure that each service is accessed by using...
Azure AI Services resourceresource provisioningunified access - Question #303Implement Language AI solutions
You are building a chatbot. You need to ensure that the bot will recognize the names of your company's products and codenames. The solution must minimize development effort. Which...
Azure Language ServiceCustom NEREntity RecognitionChatbot design - Question #304Plan and manage an Azure AI solution
You have an Azure subscription that contains an Azure App Service app named App1. You provision a multi-service Azure AI Services resource named CSAccount1. You need to configure A...
Azure AI Services authenticationApp Service integrationSubscription keys - Question #305
You have an Azure subscription that contains a multi-service Azure AI Translator resource named Translator1. You are building an app that will translate text and documents by using...
Azure AI TranslatorREST APIAPI headersAuthentication - Question #306Implement computer vision solutions
You have a file share that contains 5,000 images of scanned invoices. You need to analyze the images. The solution must extract the following data: - Invoice items - Sales amounts...
Azure AI Document Intelligenceinvoice processingdata extractionscanned documents - Question #307Implement Speech Solutions
You are developing an app that will use the text-to-speech capability of the Azure AI Speech service. The app will be used in motor vehicles. You need to optimize the quality of th...
Azure AI SpeechText-to-speech SSMLSSML voice effects - Question #308Implement a natural language processing solution
You are designing a content management system. You need to ensure that the reading experience is optimized for users who have reduced comprehension and learning differences, such a...
Azure AI Immersive ReaderAccessibilityDyslexia supportContent management system - Question #309Implement Azure AI Language solutions
You have an Azure AI service model named Model1 that identifies the intent of text input. You develop a Python app named App1. You need to configure App1 to use Model1. Which packa...
Azure Language serviceIntent recognitionPython SDK - Question #316Implement knowledge mining and document intelligence solutions – specifically designing and implementing a custom skill pipeline using Azure Machine Learning within Azure AI Search indexers and skillsets.
Drag and Drop Question You plan to implement an Azure AI Search resource that will use custom skill based on sentiment analysis. You need to create a custom model and configure Azu...
Azure AI SearchCustom SkillsAzure Machine LearningCognitive Search Enrichment - Question #318Implement 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 indexingAzure Data Lake StorageHybrid data sources - Question #319Implement knowledge mining solutions
You have an app named App1 that uses a custom Azure AI Document Intelligence model to recognize contract documents. You need to ensure that the model supports an additional contrac...
Azure AI Document IntelligenceCustom modelModel retraining - Question #320Implement Knowledge Mining Solutions
You are building an app named App1 that will use Azure AI Document Intelligence to extract the following data from scanned documents: - Shipping address - Billing address - Custome...
Azure AI Document IntelligencePrebuilt modelsInvoice extractionFinancial document processing - Question #325Deploy and manage Azure AI services containers for disconnected or intermittent connectivity scenarios (Azure AI Services – Containerization)
Drag and Drop Question You have a monitoring solution that uses the Azure AI Anomaly Detector service. You provision a server named Server1 that has intermittent internet access. Y...
Azure AI ContainersAnomaly DetectorDocker DeploymentEdge/Offline AI Services - Question #326Plan and manage an Azure AI solution
You have an Azure subscription. The subscription contains an Azure OpenAI resource that hosts a GPT-4 model named Model1 and an app named App1. App1 uses Model1. You need to ensure...
Azure OpenAI content filterAI safetyContent moderation - Question #327Implement natural language processing solutions
You have an Azure subscription. The subscription contains an Azure OpenAI resource that hosts a GPT-3.5 Turbo model named Model1. You configure Model1 to use the following system m...
Azure OpenAIPrompt engineeringSystem messagePriming - Question #328Implement conversational AI solutions
You are building a chatbot for a travel agent. The chatbot will use the Azure OpenAI GPT 3.5 model and will be used to make travel reservations. You need to maximize the accuracy o...
Azure OpenAI GPTPrompt engineeringLLM accuracyModel parameters - Question #329Implement conversational AI solutions
You build a chatbot that uses the Azure OpenAI GPT 3.5 model. You need to improve the quality of the responses from the chatbot. The solution must minimize development effort. What...
Azure OpenAI ServicePrompt engineeringRetrieval Augmented GenerationFew-shot prompting - Question #332Plan and implement Azure AI services solutions - specifically selecting and deploying appropriate Azure OpenAI models and configuring them for specific generative AI use cases using Azure OpenAI Studio.
Drag and Drop Question You have an Azure subscription that contains an Azure OpenAI resource named AI1. You plan to build an app named App1 that will write press releases by using...
Azure OpenAI StudioModel DeploymentSystem Message TemplatesGPT-35 Turbo - Question #338
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 usage - Question #340
You are building an internet-based training solution. The solution requires that a user's camera and microphone remain enabled. You need to monitor a video stream of the user and v...
Azure AI VisionSpatial AnalysisVideo analyticsPresence detection - Question #341Plan and manage an Azure AI solution
You are developing an app that will use the Speech and Language APIs. You need to provision resources for the app. The solution must ensure that each service is accessed by using a...
Azure AI Services resourceAzure AI provisioningSingle endpoint AIMulti-service account - Question #343Implement natural language processing solutions
You are building an Azure AI Language Understanding solution. You discover that many intents have similar utterances containing airport names or airport codes. You need to minimize...
Azure LUISCustom entitiesPattern.anyUtterance reduction - Question #344
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 indexingOn-premises data integrationAzure Data Lake Storage - Question #345Implement computer vision solutions
You are building an app that will process scanned expense claims and extract and label the following data: - Merchant information - Time of transaction - Date of transaction - Taxe...
Azure AI Document IntelligenceReceipt processingPrebuilt modelsData extraction - Question #351
You have an Azure subscription. You need to build an app that will compare documents for semantic similarity. The solution must meet the following requirements: - Return numeric ve...
Azure OpenAI embeddingsSemantic similarityNumeric vectorsAI model selection - Question #352Plan and manage an Azure AI solution
You have an Azure DevOps pipeline named Pipeline1 that is used to deploy an app. Pipeline1 includes a step that will create an Azure AI services account. You need to add a step to...
Azure CLICognitive Services accountAzure DevOps pipelineResource identification - Question #355Implement Computer Vision solutions
You have a local folder that contains the files shown in the following table. You need to analyze the files by using Azure AI Video Indexer. Which files can you upload to the Video...
Azure AI Video IndexerInput media typesSupported file formats