Azure Cognitive Services Flashcards

Microsoft Azure AI Engineer Associate AI-102 Flashcards

Front	Back
How can Face API be used within Azure Cognitive Services?	For facial recognition and analysis, such as identifying emotions, age, or gender.
How can Speech Recognition functionality assist developers?	By allowing apps to convert spoken audio into accurate text in real time.
How can you integrate Cognitive Services with Power Platform?	By using connectors for AI Builder and Power Automate to enhance workflows with AI functionalities.
How does Azure Cognitive Services handle language translation?	Through the Translator API, which provides automatic translation across supported languages.
How does Azure Cognitive Services support privacy and compliance?	By providing capabilities to handle data securely and align with regulations like GDPR.
How does Text Analytics work in Azure Cognitive Services?	It provides insights through sentiment analysis, key phrase extraction, language detection, and named entity recognition.
How does the Cognitive Search feature enhance applications?	By integrating AI to deliver advanced search capabilities including semantic analysis and context understanding.
How does the Face API analyze emotions?	By detecting facial expressions associated with emotions such as happiness, sadness, anger, etc.
How does the QnA Maker help in Azure Cognitive Services?	It creates a conversational layer by transforming documents or FAQs into question-answering bots.
How does the Speech Translation feature work?	By converting spoken words into translated text or synthesized speech in real time.
How does the Video Indexer service assist users?	By extracting metadata, annotations, and insights from video content.
What are some common use cases of Cognitive Services in the Vision category?	Automated image moderation, object detection, and handwriting recognition.
What are the key categories of Azure Cognitive Services?	Vision, Speech, Language, and Decision services.
What do you need to create a Cognitive Services resource in Azure?	An Azure subscription and the Cognitive Services resource type selected for configuration.
What does the Azure Bot Service integrate with?	It integrates with Cognitive Services to create conversational agents with natural language capabilities.
What does the Cognitive Services Container offer?	It allows running Cognitive Services tools on-premises or at the edge for greater control and data security.
What does the Decision category of Azure Cognitive Services provide?	Tools for anomaly detection, content moderation, and personalized recommendations.
What does the Translator service in Azure Cognitive Services do?	Enables real-time text translation in multiple languages.
What does the Vision category of Azure Cognitive Services offer?	APIs for image recognition, text extraction, and analytics from visual data.
What is a common use case for the Text-to-Speech functionality?	Synthesizing natural sounding voices for converting text to audio output in apps.
What is Azure Cognitive Services?	A collection of AI services providing capabilities for vision, speech, language, and decision-making.
What is Azure Form Recognizer's role in Cognitive Services?	Extracting structured data from forms and documents through AI models.
What is the Anomaly Detector in Azure Cognitive Services used for?	Identifying patterns and detecting anomalies in time series data.
What is the Computer Vision API used for?	Extracting and analyzing visual content such as text, objects, or descriptions from images and videos.
What is the Content Moderator feature in Azure Cognitive Services?	A tool for detecting potentially offensive or unwanted content in text, images, and videos.
What is the Conversational Language Understanding service?	It allows developers to create conversational AI models tailored for specific use cases.
What is the Custom Vision service in Azure Cognitive Services used for?	Training models to identify objects and classify images based on custom defined tags.
What is the difference between Custom Vision and Computer Vision?	Custom Vision is used to train models for specific use cases, while Computer Vision offers general-purpose APIs for vision tasks.
What is the Form Recognizer Layout API used for?	Extracting layout and structural elements like tables and paragraphs from documents.
What is the Immersive Reader in Azure Cognitive Services?	A tool that allows applications to integrate features for improving reading and comprehension.
What is the Language Understanding Intelligent Service (LUIS) used for?	Building applications that understand natural language input.
What is the main advantage of using pre-built models in Cognitive Services?	It allows faster implementation without the need to train custom AI models.
What is the purpose of the Custom Neural Voice in Azure Cognitive Services?	To create unique, AI-generated voices based on your brand's identity.
What is the purpose of the Speech service in Azure Cognitive Services?	To provide speech-to-text, text-to-speech, and translation functionalities.
What is the purpose of using Cognitive Services in AI-powered apps?	To integrate pre-built AI functionality into apps without requiring extensive data science expertise.
What is the role of Custom Voice in Azure Cognitive Services?	Creating tailored voice models to match specific accents, tones, or enterprise needs.
What is the Speech Synthesis Markup Language (SSML) used for?	To customize the output of text-to-speech conversion with detailed prosody and pronunciation controls.
What is the Time Series Insights-based functionality in Anomaly Detector?	It helps analyze data trends over time and flags unusual patterns for deeper analysis.
What is the use of Personalizer in Azure Cognitive Services?	Delivering personalized, contextually relevant experiences for users.

Microsoft Azure AI Engineer Associate AI-102

This deck covers the implementation and configuration of Azure Cognitive Services, including APIs for vision, language, speech, and decision-making capabilities.

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