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Machine Learning with Python An introduction Manish Shivanandhan, Full Stack Developer, Data Analyst & Visualisation Engineer www.manishshivanandhan.co m

Introduction to Machine Learning - Chennaipy (April '16)

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Page 1: Introduction to Machine Learning - Chennaipy (April '16)

Machine Learning with Python

An introduction

Manish Shivanandhan,Full Stack Developer, Data Analyst &

Visualisation Engineerwww.manishshivanandhan.com

Page 2: Introduction to Machine Learning - Chennaipy (April '16)

Who am I ?

Page 3: Introduction to Machine Learning - Chennaipy (April '16)

Engineering Dropout, Freelancer for four years

Product Manager of Sentiments - 2 years with Adappt, UK

Page 4: Introduction to Machine Learning - Chennaipy (April '16)

DataIts all about

Page 5: Introduction to Machine Learning - Chennaipy (April '16)

In One Minute!

Types of Learning

Tools in Python

Live Demo

Next?

Overview

Page 6: Introduction to Machine Learning - Chennaipy (April '16)

In a Minute!

Page 7: Introduction to Machine Learning - Chennaipy (April '16)

X

0

1

2

3

4

H(x) = Y = X^2

Y

0

1

4

9

16

Page 8: Introduction to Machine Learning - Chennaipy (April '16)

Supervised

Page 9: Introduction to Machine Learning - Chennaipy (April '16)

Regression

Eg. Predicting stock prices

Page 10: Introduction to Machine Learning - Chennaipy (April '16)

Classification

Eg. Bankruptcy analysis

Page 11: Introduction to Machine Learning - Chennaipy (April '16)

Un-Supervised

Page 12: Introduction to Machine Learning - Chennaipy (April '16)

Clustering

Eg. Shopping gender

Page 13: Introduction to Machine Learning - Chennaipy (April '16)

Reinforcement

Page 14: Introduction to Machine Learning - Chennaipy (April '16)

Training H(x) Predictions

Page 15: Introduction to Machine Learning - Chennaipy (April '16)

Neural Networks

Page 16: Introduction to Machine Learning - Chennaipy (April '16)

Tools

Page 17: Introduction to Machine Learning - Chennaipy (April '16)

Page 18: Introduction to Machine Learning - Chennaipy (April '16)

Live Demo

Page 19: Introduction to Machine Learning - Chennaipy (April '16)

From here?

Page 20: Introduction to Machine Learning - Chennaipy (April '16)

Machine Learning - Stanford

Udacity (UD120) - Introduction to Machine Learning

https://www.coursera.org/learn/machine-learning/

https://www.udacity.com/course/intro-to-machine-learning--ud120

https://www.udacity.com/course/intro-to-machine-learning--ud120

Page 21: Introduction to Machine Learning - Chennaipy (April '16)

Questions?

Page 22: Introduction to Machine Learning - Chennaipy (April '16)

[email protected]

Thank you!

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