AI 900 - Natural Language Processing and More

Natural Language Processing and More - 18 Cards
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Natural Language Processing
Get intelligence from a conversation, speech or written text in human languages
Text Analytics API
Natural language processing (NLP) - Sentiment analysis, key phrase extraction & language detection
Detect Language Operation
Language name, ISO 6391 code, score (NaN-ambiguous)
Entities with Personal Information Operation
Returns list of entities with personal information (SSN, Bank Account, etc) in the document
Key Phrases Operation
Returns list of strings denoting the key phrases in the document
Named Entity Recognition Operation
Returns list of general named entities in a given document (Person, Location, Organization, Quantity, DateTime, URL, Phone Number, IP Address, etc.)
Sentiment Operation
Detailed sentiment analysis, positive/negative review with scores ranging from 0 to 1.0
Conversational AI
Software that can carry a conversation like humans (Talk with humans like a human)
QnA Maker
Convert your FAQ into a Q&A Bot
Azure Bot Service
Build your own bots (Channels - Alexa, Office 365 email, Facebook, Microsoft Teams)
LUIS
Language Understanding Intelligent Service - Understands spoken (and text) commands
Decision Services
Make smarter decisions
Anomaly Detector
Find anomalies (Unusual transactions on a credit card)
Content moderator
Detect unwanted content (Image, Text (PII, custom list) & Video moderation)
Custom Vision
Create custom models using your own images
Classification Project
Predict labels for an image
Object Detection Project
Predict labels for an image
Custom Vision Best Practices
Choose specific domain, use more images and angles for better results