internet of machine learning - ai ukraine '14
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INTERNET OF
MACHINE LEARNING
A PRACTICAL INTRODUCTION
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
RunKeeper
Strava
SportsTracker
eKlima
DATA CLASSIFICATION
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Data Classification
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http://www.nltk.org/book/ch06.html
Data Classification
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Desicion Trees
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LEARNING
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Learning
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DEMO
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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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