View
55
Download
0
Category
Preview:
Citation preview
Machine Learning Fundamentals and Algorithms
David Washington
Bayesian Decision Theory
Naïve Bayes:
Building AI into your Node.js appsDAVID WASHINGTONDIRECTORMICROSOFTDWASHIN@MICROSOFT.COM
`
INTEL MICROSOFT CRM WINDOWS DEVELOPER EXPERIENCE
PENTIUM4INDUSTRIALDEVELOPERFAB12FAB22ARIZONA
V1V1.2V3QUOTESORDERSINVOICES
LONGHORNSOFTWAREDEVELOPER ENGINEERSHELL TEAMDESKTOPOPEN SAVEEXPLORERBRIEFCASESEATTLE
WINDOWS 7PROGRAMMANAGERSHELL TEAMSEARCHFILE APIOPENSAVEADOBEAPPLEFILE COPYPDC2008
WINDOWS 8PROGRAMMANAGERLEADSHELL TEAMUSER EXPREINCEWINDOWS EXPLORERHIGH DPITOUCH KEYBOARDSURFACETOUCH COVERLANGUAGE MODEL
TECHNICAL EVANGELISMDIRECTORCENTRAL USDWCARES.COMGAMEDEVMHACKSTECHCRUNCHDISRUPTHACKTXHACKILLINOISIOTJAVASCRIPTMINNEAPOLIS
SOFTWAREDEVELOPERENGINEERINTERNFULL-TIMESEATTLE
20012002
20032004
20062013
UNIVERSITY OF WISCONSINCOMPUTER ENGINEERINGGRADUATE 2004
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 WASHINGTONDWCARES.COMDWASHIN@MICROSOFT.COM@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 WASHINGTONDWCARES.COMDWASHIN@MICROSOFT.COM@DWCARES
Recommended