Slides from my talk at BuildStudd '14

1. INTERNET OF
MACHINE LEARNING
A PRACTICAL INTRODUCTION

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6. Data Classification
http://www.nltk.org/book/ch06.html
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7. Desicion Trees
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8. ANALYSIS DATA
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9. Exercise data
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SportsTracker
Jun. 2011 – Apr. 2012
RunKeeper
Apr. 2011 – Apr. 2014
Strava
Jan. 2012 – Oct. 2014
PolarPersonalTrainer
Dec. 2012 – Apr. 2014

10. Exercise data
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11. Weather data
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Historical data (~1 year) Forecast (~1 week)

12. 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

14. DATA CLASSIFICATION
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15. Data Classification
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16. LEARNING
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17. Learning
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18. The results – Typed prediction
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19. The results – Typed prediction
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20. The results – Calendar prediction
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21. The results – Calendar prediction
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22. The results – Calendar prediction
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23. The results – Calendar prediction
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24. DEMO
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25. Kristoffer Rolf Deinoff
Lead Technologist
slideshare.com/gatepoet
github.com/gatepoet
@gatepoet
kristoffer.deinoff@itera.no