The Big R-Book: From Data Science to Learning Machines and Big Data 1st Edition

The Big R-Book: From Data Science to Learning Machines and Big Data 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9781119632726,1119632722,9781119632764, 1119632765

Product details:

• ISBN-10: 1119632765
• ISBN-13: 9781119632764
• Author: Philippe J. S. De Brouwer

Written by and for practitioners, this book provides an overall introduction to R, focusing on tools and methods commonly used in data science, and placing emphasis on practice and business use. It covers a wide range of topics in a single volume, including big data, databases, statistical machine learning, data wrangling, data visualization, and the reporting of results. The topics covered are all important for someone with a science/math background that is looking to quickly learn several practical technologies to enter or transition to the growing field of data science.

Table contents:

Part I : Introduction

Part II : Starting with R and Elements of Statistics

Part III : Data Import

Part IV : Data Wrangling

Part V : Modelling

Part VI : Introduction to Companies

Part VII : Reporting

Part VIII : Bigger and Faster R

Part IX : Appendices

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