AI-900 Exam Questions
246 real AI-900 exam questions with expert-verified answers and explanations. Page 2 of 5.
- Question #54Describe features of Natural Language Processing (NLP) workloads on Azure
Which two of these sources can you translate from one language into another? Each correct answer presents a complete solution. Choose the correct answers
Language TranslationText TranslationSpeech Translation - Question #56Describe Fundamental Principles of Machine Learning on Azure - specifically identifying and differentiating computer vision workloads and their use cases (Microsoft Azure AI Fundamentals AI-900)
Drag and Drop Question Match the computer vision type to the scenario. To answer, drag the appropriate type to each scenario. A type may be used once, more than once, or not at all...
Computer VisionAzure AI VisionImage AnalysisAI Fundamentals - Question #61Describe Fundamental Principles of Responsible AI / Microsoft's Six Principles of Responsible AI
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 PrinciplesResponsible AIMicrosoft AI EthicsAI Safety - Question #62Describe fundamental principles of responsible AI on Azure - typically covered in the 'Describe features of responsible AI' section of the AI-900 (Azure AI Fundamentals) certification exam, which tests knowledge of Microsoft's six responsible AI principles: Fairness, Reliability & Safety, Privacy & Security, Inclusiveness, Transparency, and Accountability.
Drag and Drop Question Match the Microsoft guiding principles for responsible AI to the appropriate descriptions. To answer, drag the appropriate principle from the column on the l...
Responsible AIMicrosoft AI PrinciplesAI EthicsAzure AI Fundamentals - Question #64Describe Artificial Intelligence workloads and considerations (AI-900: Microsoft Azure AI Fundamentals - Domain 1)
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 TypesAzure AI FundamentalsMachine Learning ConceptsCognitive Services - Question #67Describe core machine learning concepts and identify appropriate ML algorithm types (Classification, Regression, Clustering) for given real-world scenarios - aligned with Microsoft Azure AI Fundamentals (AI-900) or similar foundational AI certification objectives.
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...
Machine Learning TypesSupervised LearningUnsupervised LearningAI/ML Fundamentals - Question #68Understand and apply core machine learning concepts and pipeline stages, including data preparation techniques (feature engineering and selection) and model assessment (evaluation), as tested in AWS Certified Machine Learning or similar ML certification exams.
Drag and Drop Question Match the machine learning tasks to the appropriate scenarios. To answer, drag the appropriate task from the column on the left to its scenario on the right....
Machine Learning WorkflowFeature EngineeringModel EvaluationFeature Selection - Question #75Describe Artificial Intelligence workloads and considerations - Microsoft Azure AI Fundamentals (AI-900), Domain 1: Describe AI workloads and considerations
Drag and Drop Question Match the AI workload to the appropriate task. To answer, drag the appropriate AI workload from the column on the left to its task on the right. Each workloa...
AI workloadsAzure AI servicesComputer VisionGenerative AIDocument Intelligence - Question #80Understanding AI and machine learning services, specifically cognitive/vision services and their distinct facial recognition capabilities (e.g., Microsoft Azure AI Fundamentals AI-900 or similar AI certification domain)
Drag and Drop Question Match the facial recognition tasks to the appropriate questions. To answer, drag the appropriate task from the column on the left to its question on the righ...
Facial RecognitionComputer VisionAI/ML ConceptsBiometric Authentication - Question #81Describe Artificial Intelligence workloads and considerations - specifically identifying appropriate computer vision capabilities for real-world scenarios (Microsoft Azure AI Fundamentals AI-900)
Drag and Drop Question Match the types of computer vision to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the left to its scenario on...
Computer VisionAI ServicesAzure Cognitive ServicesMachine Learning Workloads - Question #87Describe features of Natural Language Processing (NLP) workloads on Azure - typically covering AI-900 or similar Azure AI Fundamentals certification objectives related to identifying and differentiating core NLP capabilities.
Drag and Drop Question Match the types of natural languages processing workloads to the appropriate scenarios. To answer, drag the appropriate workload type from the column on the...
Natural Language ProcessingAzure AI LanguageNLP WorkloadsAI-900 Fundamentals - Question #89Describe features of natural language processing (NLP) workloads on Azure - specifically matching Azure Text Analytics API capabilities (sentiment analysis, key phrase extraction, entity recognition, language detection) to real-world business scenarios, as tested in the Microsoft Azure AI Fundamentals (AI-900) certification.
Drag and Drop Question You plan to apply Text Analytics API features to a technical support ticketing system. Match the Text Analytics API features to the appropriate natural langu...
Text Analytics APINatural Language ProcessingAzure Cognitive ServicesAI-900 Language Features - Question #96
You have a webchat bot that provides responses from a Language Service knowledge base. You need to ensure that the bot uses user feedback to improve the relevance of the responses...
Active LearningAzure Language ServiceChatbot Optimization - Question #97Describe features of conversational AI workloads on Azure
You are developing a conversational AI solution that will communicate with users through multiple channels including email, Microsoft Teams, and webchat. Which service should you u...
Azure Bot ServiceConversational AIMulti-channel communication - Question #98Describe features of Natural Language Processing (NLP) workloads on Azure
In which scenario should you use key phrase extraction?
Key Phrase ExtractionNLPText Analytics - Question #99
You have insurance claim reports that are stored as text. You need to extract key terms from the reports to generate summaries. Which type of Al workload should you use?
Natural Language ProcessingText analyticsKey term extraction - Question #101Describe fundamental principles of machine learning on Azure
You need to track multiple versions of a model that was trained by using Azure Machine Learning. What should you do?
Azure ML Model RegistrationModel VersioningAzure Machine Learning - Question #102Conversational AI
You need to develop a chatbot for a website. The chatbot must answer users questions based on the information m the following documents: - A product troubleshooting guide m a Micro...
QnA MakerChatbotKnowledge baseDocument processing - Question #103
You are building a knowledge base by using QnA Maker. Which file format can you use to populate the knowledge base?
QnA Makerknowledge basefile formats - Question #104
You use Azure Machine Learning designer to build a model pipeline. What should you create before you can run the pipeline?
Azure ML designerML pipeline executionCompute resources - Question #105Describe features of computer vision workloads on Azure
You need to build an image tagging solution for social media that tags images of your friends automatically. Which Azure Cognitive Services service should you use?
Azure Face APIFacial recognitionImage tagging - Question #106Describe features of computer vision workloads on Azure
You use drones to identify where weeds grow between rows of crops to send an Instruction for the removal of the weeds. This is an example of which type of computer vision?
Computer VisionObject Detection - Question #107Describe fundamental principles of machine learning on Azure
Which two languages can you use to write custom code for Azure Machine Learning designer? Each correct answer presents a complete solution. NOTE: Each correct selection is worth on...
Azure ML designerCustom codePythonR - Question #115Describe features of generative AI workloads and natural language processing (NLP) / Identify Azure AI services for language and speech tasks - Microsoft Azure AI Fundamentals (AI-900)
Drag and Drop Question Match the services to the appropriate descriptions. To answer, drag the appropriate service from the column on the left to its description on the right. Each...
Azure AI ServicesNatural Language ProcessingSpeech RecognitionCognitive Services - Question #116Describe fundamental principles of machine learning on Azure
You are working for a car dealership. Your boss asks you to provide him with forecast information. Will the new car model be successful or not? The new model has a variety of engin...
Data pre-processingFeature selectionPredictive modeling - Question #118Describe features of conversational AI workloads on Azure
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 AI Language ServiceNatural Language ProcessingConversational AI - Question #119
In which two scenarios can you use a speech synthesis solution? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Speech SynthesisText-to-SpeechAI Speech use cases - Question #120Describe features of Natural Language Processing (NLP) workloads on Azure - specifically identifying appropriate NLP tasks such as entity recognition and sentiment analysis for real-world business scenarios (AI-900 / Azure AI Fundamentals)
Drag and Drop Question You need to scan the news for articles about your customers and alert employees when there is a negative article. Positive articles must be added to a press...
Natural Language ProcessingAzure AI LanguageEntity RecognitionSentiment Analysis - Question #121
You need to provide content for a business chatbot that will help answer simple user queries. What are three ways to create question and answer text by using Azure AI Language Serv...
Azure AI Language ServiceQuestion AnsweringChatbot knowledge baseContent ingestion - Question #122Describe features of conversational AI workloads on Azure
You have a frequently asked questions (FAQ) PDF file. You need to create a conversational support system based on the FAQ. Which service should you use?
QnA MakerConversational AIKnowledge base creationFAQ bot - Question #123
You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers. Which two AI service should you use to achieve the...
Azure Bot ServiceQnA MakerChatbotKnowledge base - Question #124Describe features of conversational AI workloads
Which two scenarios are examples of a conversational AI workload? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
conversational AIchatbotsvirtual assistants - Question #125Describe features of conversational AI workloads
What is the main foundation for the Personal Digital Assistant?
Bot FrameworkConversational AIPersonal Digital Assistant - Question #126Describe features of conversational AI workloads on Azure
You need to develop a web-based AI solution for a customer support system. Users must be able to interact with a web app that will guide them to the best resource or answer. Which...
Azure AI LanguageConversational AICustomer support AI - Question #127Describe features of Natural Language Processing (NLP) workloads on Azure
Which AI service should you use to create a bot from a frequently asked questions (FAQ) document?
Azure AI LanguageQnA MakerFAQ botConversational AI - Question #128Conversational AI
Which scenario is an example of a webchat bot?
ChatbotWebchat botConversational AI - Question #129Describe features of conversational AI workloads on Azure
Which two scenarios are examples of a conversational AI workload? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Conversational AIChatbotsIVR - Question #130Describe Fundamental AI Concepts - specifically identifying and applying Microsoft's six principles of Responsible AI (Fairness, Reliability & Safety, Privacy & Security, Inclusiveness, Transparency, and Accountability) to real-world requirements, as tested in the AI-900 Azure AI Fundamentals certification.
Drag and Drop Question Match the principles of responsible AI to appropriate requirements. To answer, drag the appropriate principles from the column on the left to its requirement...
Responsible AIAI PrinciplesMicrosoft AI EthicsAzure AI Fundamentals - Question #131Implement and manage machine learning solutions - specifically understanding the end-to-end machine learning workflow including data preparation, model training, evaluation, and deployment in Azure Machine Learning (AI-102 / DP-100 certification objective).
Drag and Drop Question You plan to deploy an Azure Machine Learning model as a service that will be used by client applications. Which three processes should you perform in sequenc...
Azure Machine LearningML Model LifecycleModel DeploymentData Preparation - Question #132
You are building an AI-based app. You need to ensure that the app uses the principles for responsible AI. Which two principles should you follow? Each correct answer presents part...
Responsible AIAI ethicsAI governanceModel validation - Question #138Describe features of conversational AI workloads on Azure
You are authoring a Language Understanding (LUIS) application to support a music festival. You want users to be able to ask questions about scheduled shows, such as: "Which act is...
LUISUtteranceConversational AI - Question #139Describe features of conversational AI workloads on Azure
You build a QnA Maker bot by using a frequently asked questions (FAQ) page. You need to add professional greetings and other responses to make the bot more user friendly. What shou...
Azure QnA MakerChit-chatBot user experience - Question #140
You need to develop a chatbot for a website. The chatbot must answer users' questions based on the information in the following documents: - A product troubleshooting guide in a Mi...
QnA Makerknowledge basechatbot developmentdocument processing - Question #141Describe features of Natural Language Processing (NLP) workloads on Azure
You are building a Language Understanding model for an e-commerce business. You need to ensure that the model detects when utterances are outside the intended scope of the model. W...
Azure LUISLUIS None intentUtterance classificationModel training - Question #142Describe fundamental principles of machine learning on Azure
When you are creating a Clustering Model, what common ML algorithm are you using?
ClusteringK-meansMachine Learning Algorithms - Question #143Describe fundamental principles of machine learning on Azure
You create a regression model with low RMSE and review the best model metrics. Where on the Residual histogram should the most frequently occurring residual values cluster for your...
Regression modelsResidual analysisModel evaluation - Question #144Explore fundamental principles of machine learning
You are creating a pipeline in Azure ML Designer. You need to add a module to execute the programming code. What languages can you use for code execution in Azure ML Designer?
Azure ML DesignerML pipelinesCustom script executionSupported programming languages - Question #145Describe features of Natural Language Processing (NLP) workloads on Azure
You are using Text Analytics Entity Recognition API to analyze the following sentence- "After Peter met Sara at Microsoft headquarters in Paris, they visited the Eiffel tower." How...
Entity RecognitionText Analytics APINLPLocation entities - Question #146Describe features of Conversational AI workloads on Azure
The customer service of your company spends a lot of time answering the same questions. They asked you to help them to automate this process. They provided you a Microsoft Excel (*...
QnA MakerKnowledge baseFAQ automationConversational AI - Question #147Describe features of conversational AI workloads on Azure
What markup language will you use for the control of Speech Synthesis output for your phone auto attendant?
SSMLSpeech SynthesisText-to-Speech