Machine Learning With R Cookbook

Machine Learning With R Cookbook by Yu-Wei, Chiu (David Chiu)
2015 | ISBN: 1783982047 | English | 405 pages | True PDF | 6 MB

Explore over 110 recipes to analyze data and build predictive models with the simple and easy-to-use R code



About This Book

Apply R to simplify predictive modeling with short and simple code

Use machine learning to solve problems ranging from small to big data

Build a training and testing dataset from the churn dataset,applying different classification methods.

Who This Book Is For

If you want to learn how to use R for machine learning and gain insights from your data, then this book is ideal for you. Regardless of your level of experience, this book covers the basics of applying R to machine learning through to advanced techniques. While it is helpful if you are familiar with basic programming or machine learning concepts, you do not require prior experience to benefit from this book.

In Detail

The R language is a powerful open source functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics.

This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction.

 

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