flashcard-ai-900-5-natural-language-processing-and-more.md

layout	flashcard-topic
title	AI 900 - Natural Language Processing and More
main_card_title	Natural Language Processing and More
main_card_bg	#6586c3
card_bg	#9aacd5
cards	title description Natural Language Processing Get intelligence from a conversation, speech or written text in human languages title description Text Analytics API Natural language processing (NLP) - Sentiment analysis, key phrase extraction & language detection title description Detect Language Operation Language name, ISO 6391 code, score (NaN-ambiguous) title description Entities with Personal Information Operation Returns list of entities with personal information (SSN, Bank Account, etc) in the document title description Key Phrases Operation Returns list of strings denoting the key phrases in the document title description 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.) title description Sentiment Operation Detailed sentiment analysis, positive/negative review with scores ranging from 0 to 1.0 title description Conversational AI Software that can carry a conversation like humans (Talk with humans like a human) title description QnA Maker Convert your FAQ into a Q&A Bot title description Azure Bot Service Build your own bots (Channels - Alexa, Office 365 email, Facebook, Microsoft Teams) title description LUIS Language Understanding Intelligent Service - Understands spoken (and text) commands title description Decision Services Make smarter decisions title description Anomaly Detector Find anomalies (Unusual transactions on a credit card) title description Content moderator Detect unwanted content (Image, Text (PII, custom list) & Video moderation) title description Custom Vision Create custom models using your own images title description Classification Project Predict labels for an image title description Object Detection Project Predict labels for an image title description Custom Vision Best Practices Choose specific domain, use more images and angles for better results