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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