AI-100 Exam Questions
122 real AI-100 exam questions with expert-verified answers and explanations. Page 2 of 3.
- Question #55Design AI solutions
You are developing a Computer Vision application. You plan to use a workflow that will load data from an on-premises database to Azure Blob storage, and then connect to an Azure Ma...
Azure Data Factoryworkflow orchestrationAzure MLBlob storage pipeline - Question #56Design AI solutions
Your company has a data team of Transact-SQL experts. You plan to ingest data from multiple sources into Azure Event Hubs. You need to recommend which technology the data team shou...
Azure Stream AnalyticsEvent HubsSQL skillsdata movement - Question #57Design AI solutions
Your company has factories in 10 countries. Each factory contains several thousand IoT devices. The devices present status and trending data on a dashboard. You need to ingest the...
IoT data ingestionAzure Stream Analyticsdata warehouseAzure Data Lake - Question #58Design AI solutions
You plan to deploy two AI applications named AI1 and AI2. The data for the applications will be stored in a relational database. You need to ensure that the users of AI1 and AI2 ca...
row-level securitySQL Servergeographic data isolationdatabase security - Question #59Design AI solutions
You have a database that contains sales data. You plan to process the sales data by using two data streams named Stream1 and Stream2. Stream1 will be used for purchase order data....
Azure Event Hubstreaming ingestionreference dataBlob storage - Question #60Design AI solutions
You need to build an API pipeline that analyzes streaming data. The pipeline will perform the following: - Visual text recognition - Audio transcription - Sentiment analysis - Face...
Video IndexerCognitive Servicesmultimodal analysisstreaming data - Question #61Design AI solutions
You design an AI solution that uses an Azure Stream Analytics job to process data from an Azure IoT hub. The IoT hub receives time series data from thousands of IoT devices at a fa...
Stream AnalyticsIoT HubCosmos DBmessage routing - Question #62Implement and monitor AI solutions
You need to deploy cognitive search. You provision an Azure Search service. What should you do next?
Azure Searchcognitive searchindex creationdeployment steps - Question #63Design AI solutions
You need to design an application that will analyze real-time data from financial feeds. The data will be ingested into Azure IoT Hub. The data must be processed as quickly as poss...
Stream Analyticsreal-time processingIoT Hubfinancial data - Question #64Design AI solutions
You are designing an AI solution that will provide feedback to teachers who train students over the Internet. The students will be in classrooms located in remote areas. The soluti...
Video IndexerFace APISpeech to TextCognitive Services selection - Question #65Implement and monitor AI solutions
You create an Azure Cognitive Services resource. You develop needs to be able to retrieve the keys used by the resource. The solution must use the principle of least privilege. Wha...
RBACleast privilegeCognitive Services Useraccess control - Question #66Analyze solution requirements
Your company plans to deploy an AI solution that processes IoT data in real-time. You need to recommend a solution for the planned deployment that meets the following requirements:...
Apache KafkaIoT data ingestionthroughputdata retention - Question #67Design AI solutions
You are designing a solution that will use the Azure Content Moderator service to moderate user- generated content. You need to moderate custom predefined content without repeatedl...
Content ModeratorTerm List APIcustom content moderationblocklist - Question #68Implement 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...
IoT Edgeanomaly detectionML modelsedge deployment - Question #69Implement 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...
IoT Edgeanomaly detectionML modelsedge deployment - Question #70Implement 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...
IoT Edgeanomaly detectionML modelsedge deployment - Question #71Implement 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 MonitorML Studiocompute monitoringmodel performance - Question #72Analyze solution requirements
Your company has recently purchased and deployed 25,000 IoT devices. You need to recommend a data analysis solution for the devices that meets the following requirements: - Each de...
IoT Hubdevice identitymessage routingIoT architecture - Question #73Analyze solution requirements
A data scientist deploys a deep learning model on an Fsv2 virtual machine. Data analysis is slow. You need to recommend which virtual machine series the data scientist must use to...
GPU VMND-seriesdeep learningcompute optimization - Question #74Design AI solutions
You have Azure IoT Edge devices that generate measurement data from temperature sensors. The data changes very slowly. You need to analyze the data in a temporal two-minute window....
Stream AnalyticsIoT Edgetemporal windowsanomaly detection - Question #106Implement and monitor AI solutions
Your company is building custom models that integrate into microservices architecture on Azure Kubernetes Services (AKS). The model is built by using Python and published to AKS. Y...
Azure ML SDKAKS deploymentApplication Insightsmodel update - Question #107
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 #108Implement 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...
Face APIPersonGroupperson capacityLargePersonGroup - Question #109Implement 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...
Face APIPersonGroupperson capacityLargePersonGroup - Question #110Implement 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...
Face APIPersonGroupperson capacityLargePersonGroup - Question #111Implement and monitor AI solutions
Your company plans to develop a mobile app to provide meeting transcripts by using speech-to- text. Audio from the meetings will be streamed to provide real-time transcription. You...
Speech Servicesvoice signaturespeaker identificationmeeting transcription - Question #112Design AI solutions
You need to create a prototype of a bot to demonstrate a user performing a task. The demonstration will use the Bot Framework Emulator. Which botbuilder CLI tool should you use to...
Bot Framework EmulatorChatdownbotbuilder CLIprototype - Question #113Design AI solutions
You are designing an AI solution that will provide feedback to teachers who train students over the Internet. The students will be in classrooms located in remote areas. The soluti...
Face APISpeech to TextCognitive Servicesemotion detection - Question #114Analyze solution requirements
You need to evaluate trends in fuel prices during a period of 10 years. The solution must identify unusual fluctuations in prices and produce visual representations. Which Azure Co...
Anomaly Detectortime seriesdata visualizationCognitive Services - Question #115Analyze solution requirements
You plan to perform analytics of the medical records of patients located around the world. You need to recommend a solution that avoids storing and processing data in the cloud. Wh...
on-premises processingdata sovereigntyMMLSparkedge computing - Question #116Implement and monitor AI solutions
Your company has an on-premises datacenter. You plan to publish an app that will recognize a set of individuals by using the Face API. The model is trained. You need to ensure that...
Face APIDocker containeron-premises deploymentCognitive Services containers - Question #117Implement and monitor AI solutions
You have a Bing Search service that is used to query a product catalog. You need to identify the following information: - The locale of the query - The top 50 query strings - The n...
Bing StatisticsBing Searchquery analyticsservice monitoring - Question #118Design AI solutions
You have a Face API solution that updates in real time. A pilot of the solution runs successfully on a small dataset. When you attempt to use the solution on a larger dataset that...
Face APIperformance optimizationtraining pipelinereal-time inference - Question #119Implement 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 LearningAKS deploymentmodel monitoringscoring accuracy - Question #120Implement 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...
IoT Edgeanomaly detectionAzure Machine Learningedge deployment - Question #121Design AI solutions
You plan to deploy a global healthcare app named App1 to Azure. App1 will use Azure Cognitive Services APIs. Users in Germany, Canada, and the United States will connect to App1. Y...
data residencydata sovereigntymulti-region deploymentCognitive Services - Question #128Implement and monitor AI solutions
You need to meet the testing requirements for the data scientists. Which three actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct sel...
LUISDocker deploymentAzure Stackcontainer images - Question #129Implement and monitor AI solutions
You need to meet the greeting requirements for Butler. Which type of authentication should you use?
Bot FrameworkHeroCardbot authenticationgreeting - Question #130Implement and monitor AI solutions
Your company has several AI solutions and bots. You need to implement a solution to monitor the utilization of the bots. The solution must ensure that analysts at the company can g...
Application Insightsbot monitoringutilization dashboardsAzure Monitor - Question #131Analyze solution requirements
Your plan to design a bot that will be hosted by using Azure Bot Service. Your company identifies the following compliance requirements for the bot: - Payment Card Industry Data Se...
Azure Bot ServicecompliancePCI DSSGDPR - Question #132Design AI solutions
Your company plans to create a mobile app that will be used by employees to query the employee handbook. You need to ensure that the employees can query the handbook by typing or b...
QnA MakerLUISspeech inputknowledge base - Question #133Design AI solutions
You have an existing Language Understanding (LUIS) model for an internal bot. You need to recommend a solution to add a meeting reminder functionality to the bot by using a prebuil...
LUISprebuilt entitiesmeeting remindermodel optimization - Question #134Implement and monitor AI solutions
You have an on-premises repository that contains 5,000 videos. The videos feature demonstrations of the products sold by your company. The company's customers plan to search the vi...
Azure Media Servicesvideo indexingcustom searchcontent cataloging - Question #135Design 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...
IoThazard detectionComputer Visionreal-time dashboard - Question #136Design 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...
IoThazard detectionComputer Visionreal-time dashboard - Question #137Design 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...
IoThazard detectionComputer Visionreal-time dashboard - Question #138Implement and monitor AI solutions
You are designing a solution that will integrate the Bing Web Search API and will return a JSON response. The development team at your company uses C# as its primary development la...
Bing Web Search APIAPI callquery parameterendpoint - Question #139Design AI solutions
You are designing a Computer Vision AI application. You need to recommend a deployment solution for the application. The solution must ensure that costs scale linearly without any...
Computer Vision APIAzure Container Instancescost scalingdeployment strategy - Question #140Implement and monitor AI solutions
You are implementing the Language Understanding (LUIS) API and are building a GDPR- compliant bot by using the Bot Framework. You need to recommend a solution to ensure that the im...
LUISGDPR complianceBot Frameworkutterance management - Question #141Design AI solutions
You need to build a reputation monitoring solution that reviews Twitter activity about your company. The solution must identify negative tweets and tweets that contain inappropriat...
Content ModeratorText Analyticssentiment analysisAzure Logic Apps