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Azure AI Services Overview Flashcards
| Front | Back |
| How can Azure QnA Maker help organizations | By creating knowledge-base chatbots from existing documents FAQs and websites |
| How can businesses leverage Azure AI services for customer insights | By analyzing customer feedback sentiment social media data and interaction patterns |
| How does Azure AI Content Safety work | A service that detects and filters harmful content across text images and videos |
| How does Azure help with document intelligence | Using AI to automate extraction of text data tables and structured information from documents |
| How does Azure Translator work | A cloud-based machine translation service that supports real-time translation across multiple languages |
| What are Azure AI infrastructure options | Various deployment options including cloud edge devices hybrid scenarios and containers |
| What are Azure Cognitive Services | A collection of APIs and services that provide AI capabilities such as vision speech language and decision-making |
| What are Azure Metrics Advisor capabilities | Proactive monitoring of metrics and diagnostics using AI to detect anomalies |
| What are Knowledge Mining capabilities in Azure AI | The ability to extract insights and relationships from unstructured data using AI techniques |
| What are the four main categories of Cognitive Services | Vision Speech Language and Decision |
| What does the Language API in Cognitive Services offer | Capabilities for understanding and processing natural language text |
| What ethical principles guide Azure's Responsible AI | Fairness reliability security privacy inclusivity and transparency |
| What is a key use case for Azure Bot Service | Developing conversational AI solutions like customer service chatbots |
| What is Azure Bot Service | An Azure service for creating and managing chatbots |
| What is Azure Cognitive Search | An AI-powered cloud search service that helps extract insights from unstructured data |
| What is Azure Form Recognizer | A service for extracting information from documents and forms using AI |
| What is Azure Immersive Reader | A tool that implements proven techniques to improve reading comprehension for learners of all abilities |
| What is Azure Language Understanding (LUIS) | A service that enables applications to understand user commands in natural language |
| What is Azure Machine Learning | An Azure service providing tools for building training and deploying machine learning models |
| What is Azure Neural Text-to-Speech | Advanced AI technology that produces natural-sounding human-like synthetic voices |
| What is Azure OpenAI Service | A service that provides access to OpenAI models like GPT-4 and DALL-E with enterprise-level security and compliance features |
| What is Azure Video Indexer | A service that extracts insights from videos using AI technologies |
| What is Responsible AI in Azure | Tools and principles to ensure AI is ethical fair and transparent |
| What is the Computer Vision service used for | Analyzing visual content in images to extract information identify objects detect faces and read text |
| What is the Custom Vision service | A tool that allows users to build and deploy custom image recognition models with minimal expertise |
| What is the Decision API in Cognitive Services | Provides tools for making informed decisions with features like anomaly detection and content moderation |
| What is the Personalizer service in Azure | An AI service that delivers personalized experiences by learning user preferences and behaviors |
| What is the purpose of anomaly detection in Azure AI | To identify unusual patterns in data that might indicate problems or opportunities |
| What is the purpose of the Vision API in Cognitive Services | To analyze and process visual data such as images and videos |
| What is the Speech API in Cognitive Services | An API for converting speech to text text to speech and translating speech |
| What is the Text Analytics feature in Cognitive Services | Provides sentiment analysis key phrase extraction and language detection |
| What role does Azure AI Studio play | An integrated development environment for building testing and deploying AI solutions |
| Which Azure service is best for automated machine learning workflows | Azure Machine Learning AutoML feature |
| Which Azure service should you use for real-time speech translation | Speech API in Cognitive Services |
| Which Azure tool ensures the fairness of AI models | Responsible AI tools in Azure |
Front
What are Azure Cognitive Services
Click the card to flip
Back
A collection of APIs and services that provide AI capabilities such as vision speech language and decision-making
Front
What is Azure Cognitive Search
Back
An AI-powered cloud search service that helps extract insights from unstructured data
Front
How does Azure AI Content Safety work
Back
A service that detects and filters harmful content across text images and videos
Front
What are Azure Metrics Advisor capabilities
Back
Proactive monitoring of metrics and diagnostics using AI to detect anomalies
Front
What role does Azure AI Studio play
Back
An integrated development environment for building testing and deploying AI solutions
Front
Which Azure service is best for automated machine learning workflows
Back
Azure Machine Learning AutoML feature
Front
Which Azure service should you use for real-time speech translation
Back
Speech API in Cognitive Services
Front
What is the Text Analytics feature in Cognitive Services
Back
Provides sentiment analysis key phrase extraction and language detection
Front
What is the Computer Vision service used for
Back
Analyzing visual content in images to extract information identify objects detect faces and read text
Front
What is Azure Neural Text-to-Speech
Back
Advanced AI technology that produces natural-sounding human-like synthetic voices
Front
What is Azure OpenAI Service
Back
A service that provides access to OpenAI models like GPT-4 and DALL-E with enterprise-level security and compliance features
Front
How does Azure Translator work
Back
A cloud-based machine translation service that supports real-time translation across multiple languages
Front
What is the Custom Vision service
Back
A tool that allows users to build and deploy custom image recognition models with minimal expertise
Front
What is a key use case for Azure Bot Service
Back
Developing conversational AI solutions like customer service chatbots
Front
What is Azure Bot Service
Back
An Azure service for creating and managing chatbots
Front
Which Azure tool ensures the fairness of AI models
Back
Responsible AI tools in Azure
Front
What does the Language API in Cognitive Services offer
Back
Capabilities for understanding and processing natural language text
Front
What is Azure Language Understanding (LUIS)
Back
A service that enables applications to understand user commands in natural language
Front
What are Azure AI infrastructure options
Back
Various deployment options including cloud edge devices hybrid scenarios and containers
Front
How can businesses leverage Azure AI services for customer insights
Back
By analyzing customer feedback sentiment social media data and interaction patterns
Front
What is the purpose of anomaly detection in Azure AI
Back
To identify unusual patterns in data that might indicate problems or opportunities
Front
What are Knowledge Mining capabilities in Azure AI
Back
The ability to extract insights and relationships from unstructured data using AI techniques
Front
What are the four main categories of Cognitive Services
Back
Vision Speech Language and Decision
Front
What is Responsible AI in Azure
Back
Tools and principles to ensure AI is ethical fair and transparent
Front
What is Azure Machine Learning
Back
An Azure service providing tools for building training and deploying machine learning models
Front
What is the Decision API in Cognitive Services
Back
Provides tools for making informed decisions with features like anomaly detection and content moderation
Front
What is Azure Immersive Reader
Back
A tool that implements proven techniques to improve reading comprehension for learners of all abilities
Front
What is Azure Video Indexer
Back
A service that extracts insights from videos using AI technologies
Front
How does Azure help with document intelligence
Back
Using AI to automate extraction of text data tables and structured information from documents
Front
What is the Personalizer service in Azure
Back
An AI service that delivers personalized experiences by learning user preferences and behaviors
Front
What is Azure Form Recognizer
Back
A service for extracting information from documents and forms using AI
Front
What ethical principles guide Azure's Responsible AI
Back
Fairness reliability security privacy inclusivity and transparency
Front
How can Azure QnA Maker help organizations
Back
By creating knowledge-base chatbots from existing documents FAQs and websites
Front
What is the Speech API in Cognitive Services
Back
An API for converting speech to text text to speech and translating speech
Front
What is the purpose of the Vision API in Cognitive Services
Back
To analyze and process visual data such as images and videos
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Learn key Azure AI services, including machine learning tools, cognitive services like Vision, Speech, Language, and Decision APIs, chatbot creation, document processing, real-time translation, and principles of Responsible AI. Simplify your understanding of Azure's AI ecosystem with essential concepts and real-world applications.