AI-102 Exam Questions
327 real AI-102 exam questions with expert-verified answers and explanations. Page 3 of 7.
- Question #134
What is the primary purpose of a data warehouse?
Data WarehouseData Storage Concepts - Question #135
You need to develop a solution to provide data to executives. The solution must provide an interactive graphical interface, depict various key performance indicators, and support d...
Power BI reportsData visualizationKPIsDrill-down - Question #136Design data storage and processing solutions
Your company has a repotting solution that has paginated reports. The reports query a dimensional model in a data warehouse. Which type of processing does the reporting solution us...
Data WarehousingOLAPReporting - Question #137
You need to create a visualization of running sales totals per quarter as shown in the following exhibit. What should you create in Cower Bl Desktop;1
Power BI DesktopVisualization selectionBar charts - Question #138Plan and manage an Azure AI solution
Which Azure Storage service implements the key/value model?
Azure Storage ServicesKey-Value ModelAzure Table Storage - Question #139
What is used to define a query in a stream processing jobs in Azure Stream Analytics?
Azure Stream AnalyticsStream Analytics query languageSQL - Question #140Implement data processing solutions
Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or tails completely?
AtomicityACID propertiesData integrity - Question #141
Which database transaction property ensures that transactional changes to a database are preserved during unexpected operating system restarts?
Database transactionsACID propertiesDurability - Question #142
Which database transaction property ensures that individual transactions are executed only once and either succeed in their entirety or roll back?
Database transactionsACID propertiesAtomicity - Question #143
You manage an application that stores data in a shared folder on a Windows server. You need to move the shared folder to Azure Storage. Which type of Azure Storage should you use?
Azure FilesStorage migrationShared folder - Question #144
You need to recommend a non-relational data store that is optimized for storing and retrieving text files, videos, audio streams, and virtual disk images. The data store must store...
non-relational data storesobject storageunstructured datadata store types - Question #145
You need to store event log data that is semi-structured and received as the logs occur. What should you use?
Azure Table storageSemi-structured dataEvent logging - Question #146
What should you use to automatically delete blobs from Azure Blob Storage?
Azure Blob StorageLifecycle Management - Question #147
What is a characteristic of a non-relational database?
non-relational databaseNoSQLdatabase characteristics - Question #148
You are building a retail kiosk system that will use a custom neural voice. You acquire audio samples and consent from the voice talent. You need to create a voice talent profile....
Azure Custom Neural VoiceVoice Talent ConsentSpeech Studio Profile - Question #149Plan and manage an Azure AI solution
You have an app named App1 that uses an Azure AI Services model to identify anomalies in a time series data stream. You need to run App1 in a location that has limited connectivity...
Azure Container InstancesEdge AI DeploymentCost OptimizationAI Model Deployment - Question #150Implement knowledge mining solutions
You plan create an index for an Azure AI Search service by using the Azure portal. The Azure AI Search service will connect to an Azure SQL database. The Azure SQL database contain...
AI Search Index FieldsSearchable attributeRetrievable attribute - Question #151
You have an Azure loT hub that receives series data from machinery. You need to build an app that will perform the following actions: - Perform anomaly detection across multiple co...
Azure Metrics AdvisorAnomaly DetectionTime Series AnalysisRoot Cause Analysis - Question #152Implement 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 intentsUtterance trainingLanguage model training - Question #153Implement conversational AI solutions
You develop a Conversational Azure AI Language Understanding model by using Language Studio. During testing, users receive incorrect responses to requests that do NOT relate to the...
Azure Language UnderstandingLanguage StudioNone intentout-of-scope utterances - Question #154Design and Implement Data Storage and Processing Solutions / Describe core Azure data services and their roles in a data analytics architecture (DP-900 / DP-203 aligned)
Drag and Drop Question Match the Azure services to the appropriate locations in the architecture. To answer, drag the appropriate service from the column on the left to its locatio...
Modern Data WarehouseAzure Data ArchitectureData IntegrationReal-Time Analytics - Question #161Data Engineering / Cloud Architecture - Understanding the distinction between batch and streaming data processing workloads and selecting the appropriate paradigm based on latency, volume, and business requirements (commonly tested in AWS, Azure, GCP, and general data engineering certifications).
Drag and Drop Question Match the types of workloads to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the left to its scenario on the r...
Batch ProcessingStreaming ProcessingData WorkloadsReal-Time vs. Scheduled Processing - Question #171Describe Azure storage services / Describe Azure database and analytics services (AZ-900 Domain: Core Azure Services)
Drag and Drop Question Match the Azure Cosmos DB APIs to the appropriate data structures. To answer, drag the appropriate API from the column on the left to its data structure on t...
Azure Cosmos DBNoSQL APIsData StructuresDatabase Services - Question #176Implement Azure AI Search
You have an Azure AI Search instance that indexes purchase orders by using Azure AI Document Intelligence. You need to analyze the extracted information by using Microsoft Power BI...
Azure AI SearchIndexer configurationTable projectionsPower BI integration - Question #177Implement knowledge mining 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 SearchScalingReplicasThrottling - Question #178
You have a factory that produces food products. You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements. The solution mus...
Azure Face servicePPE compliancemask detectionfacial analysis - Question #179
You have an Azure AI Search solution and a collection of blog posts that include a category field. You need to index the posts. The solution must meet the following requirements: -...
Azure AI SearchIndex attributesFacetingSearchable fields - Question #181
You need to build a solution that will use optical character recognition (OCR) to scan sensitive documents by using the Computer Vision API. The solution must NOT be deployed to th...
Computer Vision APIOCRCognitive Services containersOn-premises AI deployment - Question #182Implement natural language processing solutions
You need to measure the public perception of your brand on social media by using natural language processing. Which Azure service should you use?
Azure AI Language serviceNatural Language ProcessingSentiment Analysis - Question #183Implement knowledge mining solutions
You have an Azure AI Search solution and an enrichment pipeline that performs Sentiment Analysis on social media posts. You need to define a knowledge store that will include the s...
Azure AI SearchKnowledge StoreData Enrichment - Question #184
You use the Microsoft Bot Framework Composer to build a chatbot that enables users to purchase items. You need to ensure that the users can cancel in-progress transactions. The sol...
Bot Framework ComposerDialog triggersChatbot cancellation - Question #185Azure AI Language solutions
SIMULATION You need to create a Text Analytics service named Text12345678, and then enable logging for Text12345678. The solution must ensure that any changes to Text12345678 will...
Azure Cognitive ServicesText AnalyticsDiagnostic LoggingLog Analytics - Question #186Implement knowledge mining and information extraction solutions
SIMULATION You need to create a search service named search12345678 that will index a sample Azure Cosmos DB database named hotels-sample. The solution must ensure that only Englis...
Azure AI SearchData IndexingLanguage AnalysisKnowledge Mining - Question #187Implement and manage Azure AI Services resources, specifically provisioning a Cognitive Services multi-service account to enable vision-based AI capabilities such as image captioning (Azure AI Vision).
SIMULATION You plan to create a solution to generate captions for images that will be read from Azure Blob Storage. You need to create a service in Azure AI Services for the soluti...
Azure AI ServicesComputer VisionAzure Portal Resource CreationImage Captioning - Question #188Implement and manage Azure AI Document Intelligence solutions, including provisioning resources and using the sample labeling tool (FOTT) to analyze documents with prebuilt models - typically aligned to the 'Plan and manage an Azure AI solution' or 'Implement document intelligence solutions' domain of AI-102 or similar Azure AI certification exams.
SIMULATION You need to create a Azure AI Document Intelligence resource named fr12345678. Use the Azure AI Document Intelligence sample labeling tool at https://fott-2-1.azurewebsi...
Azure AI Document IntelligenceForm RecognizerPrebuilt ModelsAzure Portal Resource Creation - Question #189Implement computer vision 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 AI ServicesComputer VisionResource DeploymentCognitive Services - Question #190Implement image classification solutions using Azure AI Vision / Custom Vision, including training custom models with labeled images and publishing prediction endpoints as part of the Azure AI Engineer Associate (AI-102) or Azure AI Fundamentals (AI-900) certification objectives.
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 Custom VisionAzure AI ServicesImage ClassificationCognitive Services API - Question #191Implement knowledge mining and document intelligence solutions - specifically using Azure AI Video Indexer to extract and export video insights, which falls under the 'Analyze video content' objective in the Azure AI Engineer Associate (AI-102) or related Azure certification tracks.
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 Video Analyzer for MediaAzure Video IndexerAI Insights ExtractionAzure Media Services - Question #192Implement and manage Azure AI services - specifically provisioning an Azure AI Vision resource and configuring application authentication using Keys and Endpoints for image analysis workloads (aligned with AI-102: Designing and Implementing a Microsoft Azure AI Solution)
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 AI VisionCognitive ServicesImage AnalysisAzure Resource Provisioning - Question #193Implement security for solution components
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 Private EndpointApp Service private accessVirtual Network connectivity - Question #194Manage identities and governance in Azure - specifically implementing role-based access control (RBAC) to enforce least-privilege access on Azure API Management resources
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 RBACAPI ManagementPrinciple of Least PrivilegeSubscription Key Management - Question #195Design and Implement Conversational AI Solutions - specifically configuring and deploying bots using Microsoft Bot Framework Composer with LUIS/LU intent management (Azure AI Engineer Associate / PL-100 / AI-102 exam domains)
SIMULATION You need to configure and publish bot12345678 to support task management. The intent must be named TaskReminder. The LUDown for the intent is in the C:\Resources\LU fold...
Bot Framework ComposerLanguage Understanding (LU)Bot PublishingIntent Configuration - Question #196Design and implement conversational AI solutions using Azure Bot Service and Bot Framework Composer, including configuring natural language understanding (NLU) resources and managing bot lifecycle operations such as export and deployment.
SIMULATION You need to configure bot12345678 support the French (FR-FR) language. Export the bot to C:\Resources\Bot\Bot1.zip. To complete this task, use the Microsoft Bot Framewor...
Microsoft Bot Framework ComposerLanguage Understanding (LUIS)Multilingual Bot ConfigurationBot Export and Deployment - Question #197Design and Implement Conversational AI Solutions using Azure Bot Service and Cognitive Services - specifically configuring QnA Maker knowledge bases and integrating them with bots via Bot Framework Composer (maps to Microsoft Azure AI Engineer Associate / AZ-204 / AI-102 exam objectives around building intelligent bots and integrating Azure Cognitive Services)
SIMULATION You need to configure and publish bot12345678 to answer questions by using the frequently asked questions (FAQ) located at https://docs.microsoft.com/en-us/ azure/bot-se...
Azure Bot ServiceQnA MakerBot Framework ComposerKnowledge Base Integration - Question #199Implement a knowledge mining solution
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 IngestionOn-premises data integrationAzure Data Lake Storage - Question #200Implement natural language processing solutions using Azure Cognitive Services / Azure AI Language - specifically creating, training, and publishing a Language Understanding (LUIS classic) model with defined intents and utterances (Maps to Microsoft Azure AI Engineer Associate - AI-102 or Azure AI Fundamentals - AI-900 exam objectives).
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,...
LUISLanguage UnderstandingAzure AI ServicesNLP Intent Classification - Question #201Implement Azure AI Language 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 LUISLUIS model versioning - Question #202Implement knowledge mining 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 AI SearchSearch IndexersCognitive SkillsetsNamed Entity Recognition - Question #203Implement conversational AI solutions
SIMULATION You need to create and publish a bot that will use Language Understanding and QnA Maker. The bot must be named bot12345678. You must publish the bot by using the User1-1...
Bot creationBot publishingQnA Maker integrationBot Framework Composer - Question #204
SIMULATION You need to create a QnA Maker service named QNA12345678 in the East US Azure region. QNA12345678 must contain a knowledge base that uses the questions and answers avail...
QnA Maker serviceKnowledge base creationAzure resource deployment