'Machine Learning with Python - Percona Machine Learning... · MACHINE LEARNING WITH PYTHON DAVID...

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MACHINE LEARNING WITH PYTHON DAVID RASCH – REVERBNATION Percona University Raleigh – 2015

Transcript of 'Machine Learning with Python - Percona Machine Learning... · MACHINE LEARNING WITH PYTHON DAVID...

Page 1: 'Machine Learning with Python - Percona Machine Learning... · MACHINE LEARNING WITH PYTHON DAVID RASCH – REVERBNATION Percona University Raleigh – 2015

MACHINE LEARNINGWITH PYTHONDAVID RASCH – REVERBNATION

Percona University Raleigh – 2015

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MACHINE LEARNING SOUNDS COOL

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ALGORITHMS

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DATA

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“LEARN”

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SIMPLE EXAMPLE

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LINEAR REGRESSION

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Y = 4.323 X + 423.232

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SUPERVISION

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OUTPUTclassificationregressionclusteringdimensiality reduction

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FEATURE EXTRACTION

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OVERFITTING

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EXAMPLE – TITANIC SURVIVORS

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LINKS

Photos

http://github.com/draschAnaconda Python DistributionSciKit LearniPython Cookbook Titanic Example

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Workshop Report on Python · Understand the Python language & Basics of Machine Learning. Gets Hands on Practice on Python. Importance of Python. History of Python. Understand Basic

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