NodeMN: Building AI into your Node.js apps
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Transcript of NodeMN: Building AI into your Node.js apps
Machine Learning Fundamentals and Algorithms
David Washington
Bayesian Decision Theory
Naïve Bayes:
Building AI into your Node.js appsDAVID [email protected]
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What is Artificial Intelligence?“The exciting new effort to make computers thinks … machine with minds, in the full and literal sense” (Haugeland 1985)
“The study of mental faculties through the use of computational models” (Charniak et al. 1985)
“The art of creating machines that perform functions that require intelligence when performed by people” (Kurzweil, 1990)
“A field of study that seeks to explain and emulate intelligent behavior in terms of computational processes” (Schalkol, 1990)
“The scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines.” (AAAI)
Intelligence APIsVision Computer vision API, Emotion API, Face API, Video API
Speech Custom recognition intelligence service (CRIS), Speaker recognition API, Speech to Text API, Text to Speech
API
Language Language understanding intelligence service (LUIS), Linguistic analytics API, Bing spell check API, Text analytics API, Web language model API
Knowledge Academic knowledge API, Entity linking intelligence service, Knowledge exploration service, Recommendations API
Search Bing web search API, Bing image search API, Bing news search API, Bing video search API, Bing autosuggest API
Vision
Speech
Language
Demo
Thank you.
DAVID [email protected]@DWCARES
Resourceshttps://www.microsoft.com/cognitive-services
https://www.luis.ai
http://aifunclub.azurewebsites.net
https://github.com/KSLHacks/FridgechatBot
http://github.com/dwcares/chatrobot
https://azure.microsoft.com/develop/nodejs/
http://particle.io
DAVID [email protected]@DWCARES