AI-100 Exam Questions
122 real AI-100 exam questions with expert-verified answers and explanations. Page 1 of 3.
- Question #1Implement Natural Language Processing Solutions
Case Study 1 - Contoso Overview Contoso. Ltd. has an office in New York to serve its North American customers and an office in Paris to serve its European customers. Existing Envir...
Azure Cognitive ServicesQnA MakerLUISNLP service selection - Question #2Manage Azure Identities and Governance
Case Study 1 - Contoso Overview Contoso. Ltd. has an office in New York to serve its North American customers and an office in Paris to serve its European customers. Existing Envir...
Azure RBACCognitive Services rolesaccess controlIAM - Question #3Design and Implement Data Storage
Case Study 1 - Contoso Overview Contoso. Ltd. has an office in New York to serve its North American customers and an office in Paris to serve its European customers. Existing Envir...
Azure SQL Databasedata storage selectionrelational databaseAzure data services - Question #5Implement Conversational AI Solutions
Case Study 1 - Contoso Overview Contoso. Ltd. has an office in New York to serve its North American customers and an office in Paris to serve its European customers. Existing Envir...
Azure Bot Servicechannel pricingpremium channelsBot Framework - Question #6
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...
- Question #7
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...
- Question #8Deploy and Monitor Machine Learning Models
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 Machine LearningAKS deploymentmodel monitoringML operations - Question #9Manage and Configure Azure Kubernetes Service
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...
AKSnode troubleshootingcluster managementKubernetes debugging - Question #10Implement and monitor 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...
AKSnode troubleshootingKubernetesSSH access - Question #11
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...
- Question #12Implement and monitor 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 Machine Learningmodel monitoringcompute performanceAzure Monitor - Question #14Implement and monitor 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 Machine Learningmodel monitoringcompute performanceAzure Monitor - Question #15Implement and monitor AI solutions
You deploy an application that performs sentiment analysis on the data stored in Azure Cosmos DB. Recently, you loaded a large amount of data to the database. The data was for a cu...
Azure Cosmos DBquery performancepartitioning strategyrequest units - Question #16Implement and monitor AI solutions
You have an Al application that uses keys in Azure Key Vault. Recently, a key used by the application was deleted accidentally and was unrecoverable. You need to ensure that if a k...
Azure Key Vaultsoft deletepurge protectionkey management - Question #17Implement and monitor AI solutions
You deploy an Azure bot. You need to collect Key Performance Indicator (KPI) data from the bot. The type of data includes: - The number of users interacting with the bot - The numb...
Azure Bot Servicebot analyticsKPI monitoringchannels - Question #19Implement and monitor AI solutions
Your company develops an AI application that is orchestrated by using Kubernetes. You need to deploy the application. Which three actions should you perform? Each correct answer pr...
KubernetesAKScontainer registryAI deployment - Question #20Implement and monitor AI solutions
You create an Azure Machine Learning Studio experiment. You plan to publish the experiment as a Machine Learning Web service. You need to ensure that you can consume the web servic...
Azure Machine Learning Studioweb serviceRRSAPI key - Question #21Analyze solution requirements
You plan to implement a new data warehouse for a planned AI solution. You have the following information regarding the data warehouse: - The data files will be available in one wee...
data warehouseApache HadoopApache Sparkad-hoc queries - Question #22
Your company has a data team of Scala and R experts. You plan to ingest data from multiple Apache Kafka streams. You need to recommend a processing technology to broker messages at...
- Question #23
You need to build a solution to monitor Twitter. The solution must meet the following requirements: - Send an email message to the marketing department when negative Twitter messag...
- Question #24Analyze solution requirements
Your company recently deployed several hardware devices that contain sensors. The sensors generate new data on an hourly basis. The data generated is stored on-premises and retaine...
Azure Blob storageIoT sensor datastorage solutiondata migration - Question #25Analyze solution requirements
You are designing an Al application that will use an Azure Machine Learning Studio experiment. The source data contains more than 200 TB of relational tables. The experiment will r...
Azure SQL Databasedata storageMachine Learning Studiocompute costs - Question #26
You plan to build an application that will perform predictive analytics. Users will be able to consume the application data by using Microsoft Power Bl or a custom website. You nee...
- Question #27
You have an Azure Machine Learning experiment that must comply with GDPR regulations. You need to track compliance of the experiment and store documentation about the experiment. W...
- Question #28Design AI solutions
You are building an Azure Analysis Services cube for your Al deployment. The source data for the cube is located in an on premises network in a Microsoft SQL Server database. You n...
Azure Analysis Serviceson-premises SQL Serverdata gatewayhybrid connectivity - Question #29
You are developing a mobile application that will perform optical character recognition (OCR) from photos. The application will annotate the photos by using metadata, store the pho...
- Question #30Design AI solutions
You need to design an application that will analyze real-time data from financial feeds. The data will be ingested into Azure loT Hub. The data must be processed as quickly as poss...
Azure Stream Analyticsreal-time processingIoT Hubfinancial data - Question #31Design AI solutions
You have Azure loT Edge devices that collect measurements every 30 seconds. You plan to send the measurements to an Azure loT hub. You need to ensure that every event is processed...
IoT EdgeAzure IoT Hubevent processingStream Analytics - Question #32Implement and monitor AI solutions
You have thousands of images that contain text. You need to process the text from the images into a machine-readable character stream. Which Azure Cognitive Services service should...
Computer VisionOCRCognitive Servicesimage text extraction - Question #33Implement and monitor AI solutions
You create an Azure Cognitive Services resource. A data scientist needs to call the resource from Azure Logic Apps. Which two values should you provide to the data scientist? Each...
Cognitive ServicesAPI authenticationendpoint URLaccess key - Question #34Design AI solutions
You are developing an application that will perform optical character recognition of photos of medical logbooks. You need to recommend a solution to validate the data against a val...
OCRMaster Data Servicesdata validationmedical records - Question #35Design AI solutions
You plan to deploy an Al solution that tracks the behavior of 10 custom mobile apps. Each mobile app has several thousand users. You need to recommend a solution for real-time data...
Azure Event Hubsreal-time ingestionmobile appsscalability - Question #36Implement and monitor AI solutions
You are designing an Al application that will perform real-time processing by using Microsoft Azure Stream Analytics. You need to identify the valid outputs of a Stream Analytics j...
Azure Stream Analyticsoutput sinksCosmos DBSQL Database - Question #37Design AI solutions
Your company recently purchased several hundred hardware devices that contains sensors. You need to recommend a solution to process the sensor data. The solution must provide the a...
Azure IoT Hubdevice managementsensor databi-directional communication - Question #38Analyze solution requirements
You plan to design a solution for an Al implementation that uses data from loT devices. You need to recommend a data storage solution for the loT devices that meets the following r...
IoT data storagereal-time streamingHDInsight Hadooplow latency ingestion - Question #39Design AI solutions
Your company has an Azure subscription that contains an Azure Active Directory (Azure AD) tenant. Azure AD contains 500 user accounts for your company's employees. Some temporary e...
Shared Access SignatureAzure Storagetime-limited accessauthentication - Question #40Design AI solutions
You plan to deploy Azure loT Edge devices that will each store more than 10,000 images locally and classify the images by using a Custom Vision Service classifier. Each image is ap...
IoT EdgeAzure Blob storageedge computingdata persistence - Question #41Analyze solution requirements
You are designing an Al workflow that will aggregate data stored in Azure as JSON documents. You expect to store more than 2 TB of new data daily. You need to choose the data stora...
Azure Data Lake StorageJSON documentscost optimizationlarge-scale storage - Question #42
Your company plans to implement an Al solution that will analyse data from loT devices. Data from the devices will be analysed in real time. The results of the analysis will be sto...
- Question #43Design AI solutions
You design an Al workflow that combines data from multiple data sources for analysis. The data sources are composed of: - JSON files uploaded to an Azure Storage account - On-premi...
Azure Data Factorydata ingestionhybrid data sourcesETL orchestration - Question #44Analyze solution requirements
You are designing an AI solution that will analyze millions of pictures by using Azure HDInsight Hadoop cluster. You need to recommend a solution for storing the pictures. The solu...
Azure Data Lake StorageHDInsight Hadoopimage storagecost optimization - Question #45Design AI solutions
You are configuring data persistence for a Microsoft Bot Framework application. The application requires a structured NoSQL cloud data store. You need to identify a storage solutio...
Azure Table storageBot FrameworkNoSQL storagecost optimization - Question #46Implement and monitor AI solutions
You have an Azure Machine Learning model that is deployed to a web service. You plan to publish the web service by using the name ml.contoso.com. You need to recommend a solution t...
SSL certificateweb service encryptionAzure ML deploymentDNS configuration - Question #47Design AI solutions
You plan to design an application that will use data from Azure Data Lake and perform sentiment analysis by using Azure Machine Learning algorithms. The developers of the applicati...
Azure Machine Learning Studiocross-platform developmentcollaborative developmentGitHub integration - Question #48Implement and monitor AI solutions
You have several AI applications that use an Azure Kubernetes Service (AKS) cluster. The cluster supports a maximum of 32 nodes. You discover that occasionally and unpredictably, t...
AKS scalingcluster autoscalerKubernetesunpredictable load - Question #49Implement and monitor AI solutions
You deploy an infrastructure for a big data workload. You need to run Azure HDInsight and Microsoft Machine Learning Server. You plan to set the RevoScaleR compute contexts to run...
Machine Learning ServerRevoScaleRcompute contextsHDInsight - Question #51Design AI solutions
You are designing an AI solution in Azure that will perform image classification. You need to identify which processing platform will provide you with the ability to update the log...
FPGAimage classificationlow latency inferencingcompute targets - Question #52Implement and monitor AI solutions
You have a solution that runs on a five-node Azure Kubernetes Service (AKS) cluster. The cluster uses an Nseries virtual machine. An Azure Batch AI process runs once a day and rare...
AKS clustercost optimizationcluster managementscaling - Question #53Analyze solution requirements
Your company has recently deployed 5,000 Internet-connected sensors for a planned AI solution. You need to recommend a computing solution to perform a real-time analysis of the dat...
real-time IoT analysisHDInsight Hadoopsensor datastreaming - Question #54Implement and monitor 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...
AKSSSH node accesstroubleshootingKubernetes