internet of machine learning - buildstuff '14
TRANSCRIPT
INTERNET OF
MACHINE LEARNING
A PRACTICAL INTRODUCTION
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Data Classification
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http://www.nltk.org/book/ch06.html
Desicion Trees
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ANALYSIS DATA
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Exercise data
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Jun. 2011 – Apr. 2012
SportsTracker
Apr. 2011 – Apr. 2014
RunKeeper
Jan. 2012 – Oct. 2014
Strava
Dec. 2012 – Apr. 2014
PolarPersonalTrainer
Exercise data
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Weather data
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Historical data (~1 year) Forecast (~1 week)
Weather Data
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Historical Data Timeline
2011 2012 2013 2014
PolarPersonalTrainer 6/1/2011 - 4/30/2012
RunKeeper 4/1/2011 - 4/30/2014
Strava 1/1/2012 - 10/25/2014
SportsTracker 12/1/2012 - 4/30/2014
eKlima 1/1/2011 - 10/25/2014
DATA CLASSIFICATION
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Data Classification
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LEARNING
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Learning
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The results – Typed prediction
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The results – Typed prediction
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The results – Calendar prediction
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The results – Calendar prediction
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The results – Calendar prediction
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The results – Calendar prediction
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DEMO
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Kristoffer Rolf DeinoffLead Technologist
slideshare.com/gatepoet
github.com/gatepoet
@gatepoet