Microsoft Azure AI Fundamentals AI-901 Exam 2026

Are you preparing for the Microsoft Azure AI Fundamentals AI-901 certification exam?This practice-test course is designed around the current AI-901 exam objectives and focuses on the skills Microsoft currently assesses, including AI concepts, responsible AI, generative AI, AI workloads, Microsoft Foundry, agents, text and speech, computer vision, image generation, and information extraction.The current AI-901 exam places significant emphasis on implementing AI solutions using Microsoft Foundry, making it important to study beyond traditional Azure AI fundamentals.What this course coversYou will practice questions across the major areas of the current AI-901 exam:AI Concepts and CapabilitiesResponsible AI principlesFairnessReliability and safetyPrivacy and securityInclusivenessTransparencyAccountabilityGenerative AI fundamentalsAI model capabilitiesModel deployment optionsModel configuration parametersCommon AI workloadsAgentic AIText analysisSpeech recognition and synthesisComputer visionImage generationInformation extractionMicrosoft FoundryMicrosoft Foundry conceptsGenerative AI applicationsPrompt engineering fundamentalsSystem and user promptsModel deploymentModel interactionFoundry portalFoundry SDKLightweight AI client applicationsAI agentsSingle-agent solutionsAgent client applicationsText and Speech AIText analysisKeyword extractionEntity detectionSentiment analysisSummarizationSpeech recognitionSpeech synthesisMultimodal AI scenariosAzure Speech capabilitiesComputer Vision and Image GenerationVisual inputMultimodal modelsImage understandingComputer vision scenariosImage-generation capabilitiesGenerative visual applicationsInformation ExtractionDocument understandingForms and documentsImage information extractionAudio information extractionVideo information extractionContent UnderstandingLightweight information-extraction applicationsPractice-test approachThe questions are designed to help you practice identifying the appropriate Microsoft Azure AI technology or approach for a given requirement.Expect a mixture of:Scenario-based questionsTechnology-selection questionsConceptual questionsConfiguration questionsMicrosoft Foundry scenariosGenerative AI scenariosResponsible AI scenariosAI workload identificationMultimodal AI scenariosApplication implementation scenariosEach question should be reviewed carefully rather than simply memorizing the answer.Why take practice tests?Practice tests can help you:Identify knowledge gaps.Improve familiarity with AI-901 terminology.Practice applying concepts to realistic scenarios.Improve your ability to eliminate incorrect options.Review Microsoft Foundry concepts.Strengthen your understanding of responsible AI.Measure your preparation progress.Build confidence before taking the certification exam.Are you preparing for the Microsoft Azure AI Fundamentals AI-901 certification exam?This practice-test course is designed around the current AI-901 exam objectives and focuses on the skills Microsoft currently assesses, including AI concepts, responsible AI, generative AI, AI workloads, Microsoft Foundry, agents, text and speech, computer vision, image generation, and information extraction.The current AI-901 exam places significant emphasis on implementing AI solutions using Microsoft Foundry, making it important to study beyond traditional Azure AI fundamentals.What this course coversYou will practice questions across the major areas of the current AI-901 exam:AI Concepts and CapabilitiesResponsible AI principlesFairnessReliability and safetyPrivacy and securityInclusivenessTransparencyAccountabilityGenerative AI fundamentalsAI model capabilitiesModel deployment optionsModel configuration parametersCommon AI workloadsAgentic AIText analysisSpeech recognition and synthesisComputer visionImage generationInformation extractionMicrosoft FoundryMicrosoft Foundry conceptsGenerative AI applicationsPrompt engineering fundamentalsSystem and user promptsModel deploymentModel interactionFoundry portalFoundry SDKLightweight AI client applicationsAI agentsSingle-agent solutionsAgent client applicationsText and Speech AIText analysisKeyword extractionEntity detectionSentiment analysisSummarizationSpeech recognitionSpeech synthesisMultimodal AI scenariosAzure Speech capabilitiesComputer Vision and Image GenerationVisual inputMultimodal modelsImage understandingComputer vision scenariosImage-generation capabilitiesGenerative visual applicationsInformation ExtractionDocument understandingForms and documentsImage information extractionAudio information extractionVideo information extractionContent UnderstandingLightweight information-extraction applicationsPractice-test approachThe questions are designed to help you practice identifying the appropriate Microsoft Azure AI technology or approach for a given requirement.Expect a mixture of:Scenario-based questionsTechnology-selection questionsConceptual questionsConfiguration questionsMicrosoft Foundry scenariosGenerative AI scenariosResponsible AI scenariosAI workload identificationMultimodal AI scenariosApplication implementation scenariosEach question should be reviewed carefully rather than simply memorizing the answer.Why take practice tests?Practice tests can help you:Identify knowledge gaps.Improve familiarity with AI-901 terminology.Practice applying concepts to realistic scenarios.Improve your ability to eliminate incorrect options.Review Microsoft Foundry concepts.Strengthen your understanding of responsible AI.Measure your preparation progress.Build confidence before taking the certification exam.Important noteThis course is an independent preparation resource and is not affiliated with, authorized by, or endorsed by Microsoft.The practice questions are original study material designed from the publicly available AI-901 skills outline and related Microsoft documentation. They are not actual Microsoft exam questions.Microsoft can update certification objectives and Azure services over time. Always compare your preparation with the latest Microsoft Learn AI-901 study guide before taking the exam.