Machine Learning With R Cookbook

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Название: Machine Learning With R Cookbook

Автор: Yu-Wei, Chiu (David Chiu)

Издательство: Packt

ISBN: 978-1-78398-204-2

Жанр: Программинг

Год: 2015

Страниц: 405

Формат: PDF

Размер: 11 МБ

Качество: Отличное

Язык: Английский

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.

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.

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.