AI-900 Exam Questions
246 real AI-900 exam questions with expert-verified answers and explanations. Page 1 of 5.
- Question #1Describe features of conversational AI workloads on Azure
A company employs a team of customer service agents to provide telephone and email support to customers. The company develops a webchat bot to provide automated answers to common c...
ChatbotAI business benefitsCustomer service automation - Question #2Describe fundamental principles of machine learning on Azure
For a machine learning progress, how should you split data for training and evaluation?
ML Data SplittingTraining DataEvaluation DataRandom Split - Question #3
You build a machine learning model by using the automated machine learning user interface (UI). You need to ensure that the model meets the Microsoft transparency principle for res...
Azure Automated MLResponsible AIModel InterpretabilityAI Transparency - Question #4
You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments. This is an example of which Microsoft guiding principle for...
Responsible AI principlesAI inclusivenessAccessibility - Question #5Describe fundamental principles of responsible AI
You are building an AI system. Which task should you include to ensure that the service meets the Microsoft transparency principle for responsible AI?
Responsible AIAI transparencyMicrosoft AI principles - Question #6Describe AI workloads and considerations
Your company is exploring the use of voice recognition technologies in its smart home devices. The company wants to identify any barriers that might unintentionally leave out speci...
Responsible AI principlesAI inclusivenessVoice AI ethics - Question #7Describe AI workloads and considerations
What are three Microsoft guiding principles for responsible AI? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Responsible AI principlesMicrosoft AI ethics - Question #8Describe features of computer vision workloads on Azure
You run a charity event that involves posting photos of people wearing sunglasses on Twitter. You need to ensure that you only retweet photos that meet the following requirements:...
Azure Face serviceFace detectionFacial attributes - Question #9Describe fundamental principles of machine learning on Azure
Which metric can you use to evaluate a classification model?
Classification modelsEvaluation metricsTrue positive rate - Question #10Describe fundamental principles of machine learning on Azure
Which two components can you drag onto a canvas in Azure Machine Learning designer? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one poin...
Azure ML designerAzure ML modulesAzure ML datasets - Question #11Describe fundamental principles of machine learning on Azure
You need to create a training dataset and validation dataset from an existing dataset. Which module in the Azure Machine Learning designer should you use?
Azure ML DesignerDataset preparationData splitting - Question #12Describe fundamental principles of machine learning on Azure
You have the Predicted vs. True chart shown in the following exhibit. Which type of model is the chart used to evaluate?
Model EvaluationRegression ModelsEvaluation Charts - Question #13Describe fundamental principles of machine learning on Azure
Which type of machine learning should you use to predict the number of gift cards that will be sold next month?
RegressionMachine learning typesPredictive analytics - Question #14Describe fundamental principles of machine learning on Azure
You have a dataset that contains information about taxi journeys that occurred during a given period. You need to train a model to predict the fare of a taxi journey. What should y...
Machine Learning FeaturesPredictive ModelingRegression ModelsFeature Selection - Question #15Describe basic principles of machine learning on Azure
You need to predict the sea level in meters for the next 10 years. Which type of machine learning should you use?
Machine Learning task typesRegression - Question #16Describe features of computer vision workloads
Which service should you use to extract text, key/value pairs, and table data automatically from scanned documents?
Azure Form RecognizerDocument AIOCRKey-Value Extraction - Question #17Describe fundamental principles of machine learning on Azure
You use Azure Machine Learning designer to publish an inference pipeline. Which two parameters should you use to consume the pipeline? Each correct answer presents part of the solu...
Azure Machine Learning designerInference pipelineREST endpointAuthentication key - Question #18Describe fundamental principles of machine learning on Azure
A medical research project uses a large anonymized dataset of brain scan images that are categorized into predefined brain haemorrhage types. You need to use machine learning to su...
Classification MLSupervised learningImage classification - Question #19Describe fundamental principles of machine learning on Azure
When training a model, why should you randomly split the rows into separate subsets?
Data splittingModel evaluationTraining dataTest data - Question #20Describe fundamental principles of machine learning on Azure
You are evaluating whether to use a basic workspace or an enterprise workspace in Azure Machine Learning. What are two tasks that require an enterprise workspace? Each correct answ...
Azure ML WorkspacesEnterprise Workspace FeaturesAutomated ML GUI - Question #21Describe basic principles of machine learning
You need to predict the income range of a given customer by using the following dataset. Which two fields should you use as features? Each correct answer presents a complete soluti...
Feature selectionPredictive modelingMachine learning basics - Question #22Explore computer vision workloads
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?
Optical Character RecognitionOCRComputer VisionDocument Scanning - Question #23Computer Vision
You need to determine the location of cars in an image so that you can estimate the distance between the cars. Which type of computer vision should you use?
Object detectionComputer VisionImage analysis - Question #24Describe features of computer vision workloads
You send an image to a Computer Vision API and receive back the annotated image shown in the exhibit. Which type of computer vision was used?
Computer Vision APIObject Detection - Question #25Describe features of computer vision workloads on Azure
What are two tasks that can be performed by using the Computer Vision service? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Azure Computer VisionImage analysisOCRFace detection - Question #26Describe fundamental principles of machine learning on Azure
What is a use case for classification?
ClassificationMachine LearningSupervised Learning - Question #27
What are two tasks that can be performed by using computer vision? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Computer VisionImage analysisObject detection - Question #28Describe AI workloads and considerations
Your company wants to build a recycling machine for bottles. The recycling machine must automatically identify bottles of the correct shape and reject all other items. Which type o...
Computer VisionObject DetectionAI Workload Types - Question #29Describe features of computer vision workloads on Azure
In which two scenarios can you use the Form Recognizer service? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Azure Form RecognizerDocument AIInvoice data extractionReceipt data extraction - Question #30Describe features of Natural Language Processing (NLP) workloads on Azure
Your website has a chatbot to assist customers. You need to detect when a customer is upset based on what the customer types in the chatbot. Which type of AI workload should you us...
Natural Language ProcessingSentiment AnalysisChatbots - Question #31Describe features of Natural Language Processing (NLP) workloads
Which AI service can you use to interpret the meaning of a user input such as "Call me back later?"
Azure LUISNatural Language UnderstandingIntent recognition - Question #32Explore conversational AI workloads
You are developing a chatbot solution in Azure. Which service should you use to determine a user's intent?
Chatbot developmentIntent recognitionLUIS - Question #33Describe features of Natural Language Processing (NLP) workloads on Azure
You need to make the press releases of your company available in a range of languages. Which service should you use?
Azure AI servicesText translationTranslator Text - Question #34Describe features of Natural Language Processing (NLP) workloads
You are developing a natural language processing solution in Azure. The solution will analyze customer reviews and determine how positive or negative each review is. This is an exa...
Natural Language ProcessingSentiment Analysis - Question #35Describe features of Natural Language Processing (NLP) workloads on Azure
You use natural language processing to process text from a Microsoft news story. You receive the output shown in the following exhibit. Which type of natural languages processing w...
NLPEntity RecognitionText Analytics - Question #36Describe features of Natural Language Processing (NLP) workloads on Azure
You are developing a solution that uses the Text Analytics service. You need to identify the main talking points in a collection of documents. Which type of natural language proces...
Azure Text AnalyticsKey Phrase ExtractionNLP - Question #37Describe features of Natural Language Processing (NLP) workloads
In which two scenarios can you use speech recognition? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Speech recognition applicationsAudio transcriptionClosed captioning - Question #38Explore Natural Language Processing
You need to build an app that will read recipe instructions aloud to support users who have reduced vision. Which version service should you use?
Azure AI SpeechText-to-SpeechCognitive ServicesAccessibility AI - Question #41Describe features of Natural Language Processing (NLP) workloads on Azure
You have an AI solution that provides users with the ability to control smart devices by using verbal commands. Which two types of natural language processing (NLP) workloads does...
Speech-to-textKey phrase extractionNatural language processing - Question #42Describe features of Computer Vision workloads on Azure
Which Computer Vision feature can you use to generate automatic captions for digital photographs?
Azure Computer VisionImage DescriptionCaption Generation - Question #43Describe features and capabilities of Azure AI Services - specifically identifying appropriate Azure Cognitive/AI Services for natural language and speech-based scenarios (AI-102 / AI-900 exam objective: Identify appropriate Azure AI services for given use cases)
Drag and Drop Question You plan to use Azure AI Services to develop a voice controlled personal assistant app. Match the Azure AI Services to the appropriate tasks. To answer, drag...
Azure AI ServicesSpeech ServiceLanguage ServiceVoice Assistant - Question #44
You have the process shown in the following exhibit. Which type of AI solution is shown in the diagram?
AI solution typesChatbot concepts - Question #45Identify features of common AI workloads and computer vision scenarios - typically aligned with Microsoft AI-900 (Azure AI Fundamentals) Domain: Describe Fundamental Principles of Machine Learning on Azure / Computer Vision Workloads
Drag and Drop Question Match the types of machine learning to the appropriate scenarios. To answer, drag the appropriate machine learning type from the column on the left to its sc...
Computer VisionMachine Learning Task TypesAzure AI VisionImage Analysis - Question #46Describe features of computer vision workloads on Azure
You are processing photos of runners in a race. You need to read the numbers on the runners' shirts to identity the runners in the photos. Which type of computer vision should you...
OCRComputer VisionText Extraction - Question #48Describe fundamental principles of machine learning on Azure
What is a Use Case for classification?
Machine learning classificationClassification use cases - Question #49Describe fundamental principles of machine learning
Which machine learning algorithm is mostly used for predicting the values of categorical variables.
Linear RegressionRegression AlgorithmsSupervised Learning - Question #50Describe features of conversational AI workloads on Azure
You own a service desk company and employs a team of customer service agents to provide telephone and email support to customers. Now you are planning to develop a web chatbot to a...
Web chatbotBusiness benefitsCustomer service automationConversational AI applications - Question #51Describe fundamental principles of machine learning on Azure
________________ is the average of absolute differences between prediction and actual observation where all individual differences have equal weight. Select the appropriate regress...
Regression metricsMean Absolute ErrorMAE - Question #52Describe features of conversational AI workloads on Azure
You are working as a cloud consultant for a major retail company. You are planning to create a bot from a frequently asked questions (FAQ) document. You found out that Microsoft Az...
QnA MakerFAQ botConversational AI - Question #53Describe fundamental principles of machine learning
To complete the following sentence, select the appropriate option from the drop-down menu. ________________ is a process in which the best machine learning algorithm to use for you...
AutoMLMachine learning concepts