AI-900 Exam Questions
246 real AI-900 exam questions with expert-verified answers and explanations. Page 3 of 5.
- Question #148Describe features of conversational AI workloads on Azure
You need to create a Web Bot using the Azure portal. You have to choose a bot template. What are two SDK languages you can select for the bot template?
Azure Bot ServiceBot templatesSDK languages - Question #149Describe AI workloads and considerations
When you design an AI system to assess whether loans should be approved, the factors used to make the decision should be explainable. This is an example of which Microsoft guiding...
Responsible AIAI principlesAI transparencyExplainable AI - Question #150
You are building a tool that will process images from retail stores and identify the products of competitors. The solution must be trained on images provided by your company. Which...
Azure AI servicesCustom VisionImage classificationCustom model training - Question #153
What are two metrics that you can use to evaluate a regression model? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Regression model evaluationModel evaluation metrics - Question #154Design and prepare a machine learning solution - specifically building and training a regression model using Azure Machine Learning Designer (DP-100 / AI-900)
Drag and Drop Question You need to use Azure Machine Learning designer to build a model that will predict automobile prices. Which type of modules should you use to complete the mo...
Azure Machine Learning DesignerRegressionSupervised LearningML Pipeline - Question #155
Which type of machine learning should you use to identify groups of people who have similar purchasing habits?
ClusteringUnsupervised LearningMachine Learning TypesData Grouping - Question #158Explore fundamental principles of machine learning on Azure
Which two actions are performed during the data ingestion and data preparation stage of an Azure Machine Learning process? Each correct answer presents part of the solution. NOTE:...
Data ingestionData preparationMachine learning lifecycle - Question #159Describe fundamental principles of machine learning on Azure
You need to predict the animal population of an area. Which Azure Machine Learning type should you use?
RegressionMachine Learning conceptsPredictive modelingAzure Machine Learning - Question #160Identify features of common AI workloads - this aligns with the Microsoft Azure AI Fundamentals (AI-900) exam objective: 'Describe common AI workload features' under the domain of 'Describe Artificial Intelligence workloads and considerations.'
Drag and Drop Question Match the types of AI workloads to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the left to its scenario on th...
AI Workload TypesComputer VisionNatural Language ProcessingKnowledge Mining - Question #162
You have a knowledge base of frequently asked questions (FAQ). You create a bot that uses the knowledge base to respond to customer requests. You need to identify what the bot can...
FAQ botKnowledge baseBot capabilitiesQnA Maker - Question #166Describe fundamental principles of machine learning on Azure
You have an Azure Machine Learning pipeline that contains a Split Data module. The Split Data module outputs to a Train Model module and a Score Model module. What is the function...
Azure Machine Learning pipelinesData splittingTraining datasetsValidation datasets - Question #167Describe AI workloads and considerations
Which statement is an example of a Microsoft responsible AI principle?
Responsible AI principlesMicrosoft AI ethics - Question #168Describe features of Natural Language Processing (NLP) workloads on Azure - typically part of the 'Describe features of Natural Language Processing workloads' domain in AI-900 (Azure AI Fundamentals) or similar AI certification exams.
Drag and Drop Question Match the types of natural language processing workloads to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the l...
Natural Language ProcessingNLP WorkloadsAI ServicesAzure Cognitive Services - Question #169Describe features of Conversational AI workloads
You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers. Which two AI services should you use to achieve the...
Azure Bot ServiceAzure Language ServiceChatbotConversational AI - Question #170Describe Fundamental AI Concepts - specifically identifying and applying Microsoft's core principles of Responsible AI (Fairness, Reliability and Safety, Privacy and Security, Inclusiveness, Transparency, Accountability)
Drag and Drop Question Match the principles of responsible AI to the appropriate descriptions. To answer, drag the appropriate principle from the column on the left to its descript...
Responsible AIMicrosoft AI PrinciplesAI EthicsAzure AI Fundamentals - Question #171Describe fundamental principles of machine learning on Azure
During the process of Machine Learning, when should you review evaluation metrics.
ML lifecycleModel evaluationEvaluation metrics - Question #172N/A
You have a natural language processing (NLP) model that was created by using data obtained without permission. Which Microsoft principle for responsible AI does this breach?
Responsible AIData PrivacyAI Ethics - Question #173Describe fundamental principles of machine learning on Azure
Which machine learning technique can be used for anomaly detection?
Anomaly detectionMachine learning concepts - Question #174Describe Responsible AI principles
You are developing a system to predict the prices of insurance for drivers in the United Kingdom. You need to minimize bias in the system. What should you do?
AI biasResponsible AITraining data strategyData diversity - Question #175Describe fundamental principles of machine learning on Azure
You have a dataset. You need to build an Azure Machine Learning classification model that will identify defective products. What should you do first?
Azure Machine LearningML workflowdata loadingclassification models - Question #176Describe features of Azure Machine Learning tools and services (AI-900 / DP-100 Azure ML Workloads)
Drag and Drop Question Match the tool to the Azure Machine Learning task. To answer, drag the appropriate tool from the column on the left to its tasks on the right. Each tool may...
Azure Machine LearningAutoMLML DesignerAzure Portal - Question #177Describe features of conversational AI workloads on Azure
You need to create a customer support solution to help customers access information. The solution must support email, phone, and live chat channels. Which type of Al solution shoul...
ChatbotConversational AICustomer Support Solution - Question #178Describe types of common AI workloads - aligns with Microsoft Azure AI Fundamentals (AI-900) Domain: Describe Artificial Intelligence workloads and considerations
Drag and Drop Question Match the types of AI workloads to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the left to its scenario on th...
AI Workload TypesComputer VisionNatural Language ProcessingAnomaly DetectionMachine Learning - Question #179Describe features of computer vision workloads on Azure
What should you use to extract details from scanned images of contracts?
Azure AI Document IntelligenceOCRInformation Extraction - Question #182Implement and manage Azure Machine Learning solutions - specifically, designing and deploying machine learning models using Azure ML Designer, including understanding the end-to-end training pipeline sequence.
Drag and Drop Question You plan to deploy an Azure Machine Learning model by using the Machine Learning designer. Which four actions should you perform in sequence? To answer, move...
Azure Machine Learning DesignerModel Training WorkflowTrain-Validation SplitMLOps - Question #185
You need to create a clustering model and evaluate the model by using Azure Machine Learning designer. What should you do?
Clustering modelsModel evaluationAzure Machine Learning designer - Question #186Describe fundamental principles of machine learning on Azure
You have a dataset that contains the columns shown in the following table. You have a machine learning model that predicts the value of ColumnE based on the other numeric columns....
RegressionMachine Learning model typesPredictive modeling - Question #187Describe fundamental principles of machine learning
You need to identify groups of rows with similar numeric values in a dataset. Which type of machine learning should you use?
ClusteringUnsupervised LearningMachine Learning Types - Question #191Describe features of computer vision workloads on Azure
You need to create a model that labels a collection of your personal digital photographs. Which Azure Cognitive Services service should you use?
Azure Custom VisionImage classificationCustom AI models - Question #194Describe features of computer vision workloads on Azure - specifically identifying the correct Azure Cognitive Services for image analysis, facial recognition, and document processing tasks (AI-900 / Azure AI Fundamentals)
Drag and Drop Question Match the Azure Cognitive Services to the appropriate actions. To answer, drag the appropriate service from the column on the left to its action on the right...
Azure Cognitive ServicesComputer VisionForm RecognizerFace API - Question #196Describe features of computer vision workloads on Azure
Your company manufactures widgets. You have 1,000 digital photos of the widgets. You need to identify the location of the widgets within the photos. What should you use?
Custom Visionobject detectionAI Vision - Question #197Describe features of computer vision workloads on Azure
You need to convert handwritten notes into digital text. Which type of computer vision should you use?
OCRComputer Vision services - Question #199
You need to develop a mobile app for employees to scan and store their expenses while travelling. Which type of computer vision should you use?
OCRComputer VisionDocument ScanningExpense Management - Question #201Describe features of computer vision workloads
You need to implement a pre-built solution that will identify well-known brands in digital photographs. Which Azure Cognitive Services service should you use?
Azure Computer VisionBrand detectionImage analysis - Question #202Describe features of Natural Language Processing (NLP) workloads on Azure
Natural language processing can be used to __________. Select the answer that correctly completes the sentence.
Natural Language ProcessingText classificationEmail classification - Question #203
You plan to develop a bot that will enable users to query a knowledge base by using natural language processing. Which two services should you include in the solution? Each correct...
Azure Bot ServiceAzure Language ServiceNatural Language ProcessingConversational AI - Question #205Describe features of Natural Language Processing (NLP) workloads on Azure
An app that analyzes social media posts to identify their tone is an example of which type of natural language processing (NLP) workload?
Natural Language ProcessingSentiment AnalysisAI Workloads - Question #206
You are building a chatbot that will use natural language processing (NLP) to perform the following actions based on the text input of a user. - Accept customer orders. - Retrieve...
NLPLanguage modelingChatbot development - Question #207Describe features of Natural Language Processing (NLP) workloads on Azure - Microsoft Azure AI Fundamentals (AI-900)
Drag and Drop Question Match the Azure Cognitive Services service to the appropriate actions. To answer, drag the appropriate service from the column on the left to its action on t...
Azure Cognitive ServicesLanguage ServiceSpeech ServiceConversational Language Understanding - Question #209Describe features of Natural Language Processing (NLP) workloads on Azure
You have a website that includes customer reviews. You need to store the reviews in English and present the reviews to users in their respective language by recognizing each user's...
Natural Language ProcessingLanguage translationAI workloads - Question #211Describe features of natural language processing (NLP) workloads on Azure
You have a solution that analyzes social media posts to extract the mentions of city names and the city names discussed most frequently. Which type of natural language processing (...
Entity RecognitionNLP workloads - Question #213Describe responsible AI principles
You have an AI-based loan approval system. During testing, you discover that the system has a gender bias. Which responsible Al principle does this violate?
Responsible AIAI fairnessBias in AI systems - Question #215Describe AI workloads and considerations
You have an Internet of Things (IoT) device that monitors engine temperature. The device generates an alert if the engine temperature deviates from expected norms. Which type of AI...
Anomaly detection - Question #216Describe features of computer vision workloads on Azure
For which two workloads can you use computer vision? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Computer VisionObject DetectionImage Captioning - Question #222Describe Fundamental AI Concepts – Specifically understanding Microsoft's six core Responsible AI principles (Fairness, Reliability & Safety, Privacy & Security, Inclusiveness, Transparency, and Accountability) and their practical application in real-world AI system design scenarios, as tested in the AI-900 Azure AI Fundamentals certification.
Drag and Drop Question You are designing a system that will generate insurance quotes automatically. Match the Microsoft responsible AI principles to the appropriate requirements....
Responsible AIMicrosoft AI PrinciplesAI EthicsAzure AI Fundamentals - Question #223
Which type of natural language processing (NLP) entity is used to identify a phone number?
NLPEntity extractionRegular expressions - Question #225Describe features of computer vision workloads on Azure
You need to convert receipts into transactions in a spreadsheet. The spreadsheet must include the date of the transaction, the merchant, the total spent, and any taxes paid. Which...
Azure AI Document IntelligenceReceipt processingData extraction - Question #227Describe features of computer vision workloads on Azure
You have a security system that analyzes images from CCTV to provide authorized staff entry into restricted area. Which type of computer vision does the system use?
Facial RecognitionFacial DetectionComputer Vision - Question #228Understand Computer Vision Workloads
You have an app that identifies the coordinates of a product in an image of a supermarket shelf. Which service does the app use?
Azure Custom VisionObject DetectionImage Recognition - Question #231Describe features of Natural Language Processing (NLP) workloads on Azure
You have a solution that reads manuscripts in different languages and categorizes the manuscripts based on topic. Which types of natural language processing (NLP) workloads does th...
NLP workloadsTranslationKey phrase extraction