AI-900 Exam Questions
246 real AI-900 exam questions with expert-verified answers and explanations. Page 5 of 5.
- Question #291Describe features of Azure AI Services for Natural Language Processing and Speech - typically covered under 'Describe features of Azure AI services' in the AI-900 (Azure AI Fundamentals) certification or the AI-102 (Azure AI Engineer Associate) service selection domain.
Drag and Drop Question You plan to use Azure Cognitive Services to develop a voice controlled personal assistant app. Match the Azure Cognitive Services to the appropriate tasks. T...
Azure AI SpeechAzure AI Language ServiceCognitive ServicesVoice Assistant - Question #295Describe features of common AI workloads and Azure AI services - specifically identifying the correct Azure Cognitive/AI service for a given task (AI-900 / Azure AI Fundamentals)
Drag and Drop Question Match the Azure Al service to the appropriate actions. To answer, drag the appropriate service from the column on the left to its action on the right Each se...
Azure AI ServicesNatural Language ProcessingSpeech RecognitionLanguage Translation - Question #297Describe Workloads and Considerations for AI on Azure - specifically identifying appropriate AI services and solutions for given real-world tasks (Microsoft Azure AI Fundamentals AI-900)
Drag and Drop Question Match the AI solution to the appropriate task. To answer, drag the appropriate solution from the column on the left to its task on the right. Each solution m...
AI SolutionsComputer VisionGenerative AIText Analytics - Question #305Describe features of Natural Language Processing (NLP) workloads on Azure
Which feature of the Azure AI Language service should you use to automate the masking of names and phone numbers in text data?
Azure AI LanguagePII detectionData masking - Question #306Describe AI workloads and considerations
What should you implement to prevent hateful responses from being returned by a generative AI solution?
Responsible AIContent filteringGenerative AI safety - Question #307Describe features of computer vision workloads on Azure
Which two actions can you perform by using the Azure OpenAI DALL-E model? Each correct answer presents a complete solution. NOTE: Each correct answer is worth one point.
Azure OpenAIDALL-EImage generationImage modification - Question #308Describe AI workloads and considerations
Which type of grounding input can you provide directly to a generative AI model?
Generative AIGroundingAI input types - Question #310Describe AI workloads and considerations
What are two types of generative AI models? Each correct answer presents a complete solution. NOTE: Each correct answer is worth one point.
Generative AIDALL-EGPT models - Question #311Describe Generative AI on Azure
Which type of Azure AI workload should you use to create illustrations based on the text of an article?
Generative AIText-to-image generationAzure AI workloads - Question #312
You have the following REST API request. Which Azure OpenAI model should you use to process the request?
Azure OpenAI modelsDALL-EImage generationGenerative AI - Question #313
Which Azure OpenAI model can be used to develop code?
Azure AI modelsAI model capabilitiesCode generation - Question #314
You have an Azure subscription that uses Azure OpenAI. You need to create an original image of a rural scene to use on a website. What should you do?
Azure DALL-EImage GenerationAzure AI Services - Question #315Describe AI workloads and considerations
What are two common use cases for generative AI solutions? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
Generative AIAI use cases - Question #317Describe features of Natural Language Processing (NLP) workloads on Azure
You are creating an app to help employees write emails and reports based on user prompts. What should you use?
Azure OpenAI ServiceGenerative AIText Generation - Question #318Describe fundamental principles of machine learning on Azure
What should you use to compare benchmark metrics of different AI models?
AI benchmarkingAzure AI Foundry - Question #320Describe features of Natural Language Processing (NLP) workloads on Azure
Which Azure OpenAI model should you use to summarize the text from a document?
Azure OpenAIGPT modelsText summarizationGenerative AI - Question #323
Verifying that machine learning models do NOT show racial or gender bias is an example of which Microsoft responsible AI principle?
Responsible AIAI fairnessAlgorithmic bias - Question #325Describe responsible AI principles
Stating the source of the data used to train a model is an example of which responsible AI principle?
Responsible AI principlesAI transparencyData lineage - Question #327Describe features of computer vision workloads on Azure
What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?
Azure AI Document Intelligenceinvoice processingdata extraction - Question #328Describe Azure AI services and their capabilities - Microsoft Azure AI Fundamentals (AI-900)
Drag and Drop Question Match the Azure AI service to the appropriate generative AI capability. To answer, drag the appropriate service from the column on the left to its capability...
Azure AI ServicesGenerative AIComputer VisionAzure OpenAI Service - Question #329Describe fundamental principles of machine learning on Azure
In Azure Machine Learning, what are two ensemble methods for combining models in automated machine learning (automated ML)? Each correct answer presents a complete solution. NOTE:...
Azure Machine LearningAutomated MLEnsemble methods - Question #330Describe features of Azure Machine Learning
Which type of compute resource should you use to attach an existing Azure Kubernetes Service (AKS) cluster to Azure Machine Learning?
Azure ML ComputeAKS IntegrationCompute Targets - Question #331Explore fundamental principles of machine learning
You have a dataset that contains experimental data for fuel samples. You need to predict the amount of energy in kilojoules that can be obtained from a sample based on its measured...
Machine Learning problem typesRegressionPredictive modelingContinuous variable prediction - Question #333Describe fundamental principles of machine learning on Azure
You have a dataset that contains sales data and has defined labels for types of customers. You need to categorize the customer types based on the sales data. Which type of machine...
ClassificationSupervised LearningML problem types - Question #334
You have an Azure Machine Learning model that generates a large quantity of false negatives. You need to reduce the number of false negatives without re-training the model. What sh...
ML model evaluationfalse negativesclassification thresholdAzure ML model tuning - Question #337ERROR: Official Exam Domains list was not provided in the prompt
Which Azure Machine Learning capability should you use to quickly build and deploy a predictive model without extensive coding?
Azure automated MLNo-code MLPredictive modeling - Question #338Explore computer vision workloads
What should you use to identify similar faces in a set of images?
Azure AI VisionFace recognitionImage analysis - Question #339Describe features of computer vision workloads on Azure
Which action can be performed by using the Azure AI Vision service?
Azure AI VisionOCRhandwritten text extractionComputer Vision - Question #340Describe features of computer vision workloads on Azure
What is the maximum image size that can be processed by using the prebuilt receipt model in Azure AI Document Intelligence?
Azure Document IntelligenceReceipt prebuilt modelService limitsImage size limits - Question #341Describe features of computer vision workloads on Azure
Capturing text from images is an example of which type of AI capability?
OCRComputer Vision - Question #343Describe features of Natural Language Processing (NLP) workloads on Azure
Which natural language processing feature can be used to identify the main talking points in customer feedback surveys?
Natural Language ProcessingKey Phrase ExtractionText Analytics - Question #344
You are building a Conversational Language Understanding model for an e-commerce business. You need to ensure that the model detects when utterances are outside the intended scope...
Azure CLUNone intentOut-of-scope utterancesIntent classification - Question #346Describe features of generative AI workloads on Azure
You need to identify harmful content in a generative AI solution that uses Azure OpenAI Service. What should you use?
Azure Content SafetyGenerative AI safetyAzure OpenAI - Question #347
You are authoring a Conversational Language Understanding application to support a music festival. You want users to be able to ask questions about scheduled shows, such as: "Which...
UtteranceConversational AILanguage Understanding - Question #348
You deploy the Azure OpenAI service to generate images. You need to ensure that the service provides the highest level of protection against harmful content. What should you do?
Azure OpenAIContent filtersHarmful content protection - Question #349Describe AI workloads and considerations
You plan to create an AI application that will use Azure OpenAI Service. The solution requires that a specific amount of throughput be allocated. Which type of deployment should yo...
Azure OpenAI ServiceProvisioned throughputOpenAI deployment types - Question #350
You plan to create an AI application that will read the license plates of motor vehicles by using Azure AI Foundry. The solution will be billed via tokens for inputs and outputs to...
Azure AI FoundryServerless APIAI deploymentConsumption billing - Question #352
What is an example of a Microsoft responsible AI principle?
Responsible AI principlesFairness principle - Question #356Describe features of computer vision workloads on Azure
What should you use to identify similar faces in a set of images?
Azure AI VisionFace RecognitionImage Analysis - Question #358
Which Azure AI Foundry Service can be used to identify documents that contain sensitive information?
Azure AI LanguageSensitive Content Detection - Question #360Describe features of generative AI workloads on Azure
What should you use to explore pretrained generative AI models available from Microsoft and third-party providers?
Azure AI FoundryGenerative AIPretrained models - Question #362Describe AI workloads and considerations
Which functionality in Azure AI Foundry enables you to test prompts for generative AI models?
Azure AI Foundrygenerative AIprompt testing - Question #363Describe AI workloads and considerations
You plan to create an AI application by using Azure AI Foundry. The solution will be deployed to dedicated virtual machines. Which deployment option should you use?
Azure AI FoundryAI application deploymentServerless AI - Question #371Describe features of Natural Language Processing (NLP) workloads on Azure
You are building a knowledge base by using Azure AI Language service's custom answering feature. Which file format can you use to populate the knowledge base?
Azure AI Language serviceCustom answering featureKnowledge base formatsNLP - Question #372Describe AI workloads and considerations
You plan to develop an AI application that will read the license plates of motor vehicles by using Azure AI Foundry. What should you use to develop the application?
Azure AI StudioAI application developmentAI platform - Question #373Describe features of generative AI workloads
You are explaining generative AI workflows to a colleague. What is the first step of a generative AI workflow?
Generative AIAI workflowModel training