Which Azure Cognitive Service provides spoken responses for voice apps? Prepare for the AI-900 exam by learning why Azure AI Speech is the correct service for providing spoken responses. Understand its text-to-speech (TTS) capability and how it differs from Azure AI Language and Translator for building voice-controlled personal assistants. Question You plan to use Azure …
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How can you use knowledge mining to improve enterprise document search? Prepare for the AI-900 exam by learning how knowledge mining in Azure can transform your enterprise content. Discover how this powerful AI feature analyzes, categorizes, and indexes unstructured documents to enable intelligent search and retrieval of meaningful insights for your employees. Question You need …
Which computer vision type is used to locate cars in an image? Prepare for your AI-900 exam by learning why object detection is the correct computer vision technique to determine the location of cars in an image. Understand its role in estimating distances and how it differs from image classification and face detection. Question You …
Which Azure service should you use to create image descriptions? Learn which Azure service to use for creating automatic image descriptions. This AI-900 guide explains why Azure AI Vision is the correct choice for generating image captions and how it compares to Azure OpenAI and Azure Machine Learning. Question You need to build an app …
Why is image classification used to identify bird species within an object detection pipeline? Prepare for the AI-900 exam by understanding the difference between image classification and object detection. Learn why image classification is the specific computer vision task used to identify the species of individual birds once they have been located in an image. …
Which NLP workloads are needed to translate and categorize books by topic? Ace the AI-900 exam by understanding which natural language processing (NLP) workloads are used to solve complex problems. Learn why translation and key phrase extraction are the correct combination for a solution that reads books in different languages and categorizes them by topic. …
Why is classification the right machine learning type for categorizing labeled customer data? Prepare for the AI-900 exam by learning why classification is the correct machine learning type when you need to categorize customer types using sales data with defined labels. Understand the difference between classification (supervised learning with labels) and clustering (unsupervised learning without …
Can the Azure AI Speech service transcribe calls to text? Prepare for the AI-900 exam by learning how the Azure AI Speech service accurately transcribes calls to text. Understand the speech-to-text functionality, its real-time and batch processing capabilities, and its application in call center analytics. Question You can use the Azure AI Speech service to …
Which computer vision task identifies and locates multiple items in an image? Prepare for the AI-900 exam by learning why object detection is the correct computer vision task for identifying and locating multiple types of items in one image. Understand how it differs from image classification, OCR, and image description to master Azure AI concepts. …
Which AI workload helps smart devices answer stock price questions? Get a definitive answer for your AI-900 exam on why a smart device answering a stock price question is a clear example of a natural language processing (NLP) workload. Learn how NLP interprets the user’s query and why other AI workloads like knowledge mining are …
What is the confidence score in AI image classification? Prepare for the AI-900 exam by understanding the difference between confidence and accuracy in image classification. Learn why the confidence score represents the calculated probability of a single correct prediction and how it’s used in Azure AI services. Question ____________________ is the calculated probability of correct …
Which VS Code extension is powered by the OpenAI Codex model? Get a clear answer for your AI-900 exam on which Visual Studio Code extension uses the OpenAI Codex model. Learn why GitHub Copilot is the correct answer and how it provides AI-powered code completion and suggestions by leveraging large language models. Question _____________________________ extension …
Why is a bot answering employee queries an example of an NLP workload? Ace your AI-900 exam by understanding why a bot that responds to employee queries is a prime example of a natural language processing (NLP) workload. Learn how NLP enables bots to interpret and answer user questions, a core concept in Azure’s AI …
Why is a query-responding bot a classic example of a conversational AI workload? Prepare for the AI-900 exam by understanding the fundamentals of conversational AI. Learn why a bot that responds to user queries is the definitive example of a conversational AI workload and discover the key technologies, like NLP and dialogue management, that make …
Why can’t a chatbot automate responses on external review sites? Prepare for your AI-900 exam by understanding the practical limitations of chatbots. Learn why a chatbot, such as one built with Azure Bot Service, cannot typically automate responses to customer reviews on external websites due to platform integration and API restrictions. Question A flower shop …
Why is a smart home device answering questions a key example of conversational AI? Prepare for the AI-900 exam by understanding why a smart home device responding to user questions is a prime example of conversational AI. This explanation breaks down the key components, including natural language processing and dialogue management, that enable these devices …
Why is fairness, not reliability, the key responsible AI principle for a triage bot? Prepare for the AI-900 exam by understanding Microsoft’s responsible AI principles. Learn why a triage bot prioritizing healthcare claims is a primary example of fairness, not reliability and safety, and see how to differentiate these critical concepts for building ethical AI …
How do you use Azure Bot Service to create an interactive website chat feature? Discover for your AI-900 certification why Azure Bot Service is the correct solution for implementing an interactive chat feature on a website. Learn about the Web Chat channel and how it enables the seamless integration of conversational AI bots into any …
Why is natural language processing the key to chatbot weather queries? Get a clear explanation for the AI-900 exam on why natural language processing (NLP) is the correct workload for interpreting a user’s question to a chatbot about a weather report. Learn how NLP allows the chatbot to understand intent and entities, and why this …
Does Azure AI Custom Vision require you to provide training data? Prepare for the AI-900 exam by understanding Azure AI Custom Vision’s training requirements. Learn why this service requires users to provide their own labeled data to create custom image classification and object detection models, and how this differs from pre-built AI services. Question The …
Can Azure AI Custom Vision be used for object detection? Prepare for the AI-900 exam by learning how the Azure AI Custom Vision service is used to build and train custom object detection models. Understand the process of labeling images, training a model, and using it to locate specific objects within an image. Question The …
What is semantic segmentation and why is it used for pixel-level classification? Prepare for the AI-900 exam with a clear explanation of semantic segmentation. Learn how this computer vision task classifies every pixel in an image into specific categories and understand its key differences from image classification, object detection, and instance segmentation in Azure AI. …
Why is regression used to predict car MPG in machine learning? Master AI-900 concepts by learning why regression is the correct machine learning model for predicting a car’s miles per gallon (MPG). Understand how this supervised learning technique uses quantifiable factors like weight and engine power to forecast a continuous numerical value, and see how …
Does Azure AI Bot Service enable conversational customer engagement? Master the AI-900 exam by understanding Azure AI Bot Service’s core functionality for conversational AI. Learn how this service enables businesses to create interactive chatbots that engage customers through natural dialogue across multiple communication channels. Question Azure AI Bot Service engages with customers in a conversational …
Can Azure AI Bot Service directly import FAQs to question and answer sets? Prepare for the AI-900 exam by understanding the distinction between Azure AI Bot Service and QnA Maker for FAQ functionality. Learn why Bot Service cannot directly import FAQs and which service is responsible for creating question and answer knowledge bases from FAQ …
Can Azure AI Bot Service integrate with Azure Cognitive Services? Prepare for the AI-900 exam by understanding the integration capabilities between Azure AI Bot Service and Azure Cognitive Services. Learn how these services combine to create intelligent chatbots with natural language processing, speech recognition, and other AI capabilities. Question Azure AI Bot Service and Azure …
Which Azure AI feature transforms unstructured data into searchable insights? Master the AI-900 exam by understanding Azure’s knowledge mining capabilities. Learn how this AI feature processes vast amounts of unstructured data to extract insights, discover hidden relationships, and create searchable content from documents, images, and other data sources. Question Which Azure AI feature enables organizations …
Which machine learning model groups data based on measurements? Prepare for the AI-900 exam by learning which AI workload type to use for grouping similar data points. Understand why machine learning clustering is the correct solution for grouping plants based on measurements and how it differs from other AI workloads like NLP and anomaly detection. …
Why is generative AI the best solution for generating image captions? Prepare for the AI-900 exam by understanding why generative AI is the correct solution for generating a caption from an image. Learn how computer vision and generative models combine for this multi-modal task, and why text analytics is incorrect. Question Which AI solution matches …
Why is generative AI the correct solution for summarizing articles? Prepare for the AI-900 exam by understanding why generative AI is the right solution for summarizing long articles. This explanation covers how generative AI creates summaries and why text analytics and data mining are incorrect answers for this task. Question Which AI solution matches the …
Which responsible AI principle requires explainable loan decisions? Prepare for your AI-900 exam by learning which Microsoft guiding principle for responsible AI demands that decisions, like loan approvals, must be explainable. Understand the role of transparency and how it differs from fairness, inclusiveness, and privacy in building trustworthy AI systems. Question When an AI system …
Can the Azure AI Language service identify text language? Master the AI-900 exam by understanding how the Azure AI Language service correctly identifies the language of written text. Learn about the language detection feature, its capabilities with multilingual documents, and why it’s a core component of natural language processing in Azure. Question The Azure AI …
Can Azure AI Language service detect handwritten signatures? Prepare for the AI-900 exam by understanding which Azure AI service handles visual tasks like handwritten signature detection. Learn why Azure AI Language focuses on text analysis while Azure AI Vision handles image recognition tasks including signature detection. Question The Azure AI Language service can detect handwritten …
Why is generating the correct LLM process for creating bulleted lists? Get ready for the AI-900 exam by learning why generating is the correct Azure OpenAI large language model (LLM) process for creating a bulleted list from text input. Understand the important distinction between generating and summarizing for tasks that involve restructuring content. Question Which …
How does the generating process in Azure OpenAI create marketing slogans? Learn why generating is the correct Azure OpenAI large language model (LLM) process for creating marketing slogans. Prepare for the AI-900 exam by understanding the difference between generating, translating, classifying, and summarizing content for generative AI tasks. Question Which of the following Azure OpenAI …
Which Azure AI Language feature extracts names and dates from social media? Prepare for the AI-900 exam by learning which Azure AI Language feature is used to retrieve specific data like dates and people’s names from social media posts. Discover how entity recognition works and why it’s the correct tool for extracting structured information from …
Which NLP entity type uses labeled data to identify complex entities? Get ready for your AI-900 exam with a detailed look at Azure AI’s natural language processing (NLP) entities. Understand why a machine-learned entity is the correct type for identifying complex, context-dependent information like names and addresses by using labeled training data. Question Which type …
Which Azure NLP entity type identifies phone numbers using predefined patterns? Learn about Azure AI Language entity types for the AI-900 exam. Understand why Pattern.any is the correct entity type for identifying phone numbers based on predefined patterns like digit sequences, and how it differs from machine-learned, prebuilt, and regular expression entities. Question Which type …
Which machine learning type predicts binary outcomes like course completion? Master the AI-900 exam by understanding which machine learning type predicts binary outcomes like whether a student will complete a university course. Learn why classification is the right answer and how it differs from regression, clustering, and translating for prediction tasks. Question Which type of …
Which machine learning model should you use to predict product sales? Prepare for the AI-900 exam by learning which AI workload is used to predict numerical values like product sales. Understand why machine learning regression is the correct answer and how it differs from anomaly detection, Azure AI Vision, and natural language processing for forecasting …
What AI workload is used to identify handwritten words in Azure? Get a clear explanation for the AI-900 exam on why Azure AI Vision is the correct AI workload for identifying handwritten words. Understand the role of Optical Character Recognition (OCR) and why Natural Language Processing and Machine Learning Regression are incorrect. Question Which type …
Which responsible AI principle governs access to personal data? Prepare for your AI-900 exam by learning which responsible AI principle mandates that personal data is visible only to approved users. Understand the definition of the privacy and security principle and how it differs from transparency, fairness, and reliability in Microsoft’s AI framework. Question Which principle …