# My book ‘Practical Machine Learning with R and Python’ on Amazon

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My book ‘Practical Machine Learning with R and Python – Machine Learning in stereo’ is now available in both paperback ($9.99) and kindle ($6.97/Rs449) versions. In this book I implement some of the most common, but important Machine Learning algorithms in R and equivalent Python code. This is almost like listening to parallel channels of music in stereo!

1. Practical machine with R and Python – Machine Learning in Stereo (Paperback)

2. Practical machine with R and Python – Machine Learning in Stereo (Kindle)

This book is ideal both for beginners and the experts in R and/or Python. Those starting their journey into datascience and ML will find the first 3 chapters useful, as they touch upon the most important programming constructs in R and Python and also deal with equivalent statements in R and Python. Those who are expert in either of the languages, R or Python, will find the equivalent code ideal for brushing up on the other language. And finally,those who are proficient in both languages, can use the R and Python implementations to internalize the ML algorithms better.

Here is a look at the topics covered

**Table of Contents**

Essential R …………………………………….. 7

Essential Python for Datascience ……………….. 54

R vs Python ……………………………………. 77

Regression of a continuous variable ………………. 96

Classification and Cross Validation ……………….113

Regression techniques and regularization …………. 134

SVMs, Decision Trees and Validation curves …………175

Splines, GAMs, Random Forests and Boosting …………202

PCA, K-Means and Hierarchical Clustering …………. 234

Pick up your copy today!!

Hope you have a great time learning as I did while implementing these algorithms!

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**R – Giga thoughts …**.

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