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