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The Big R-Book

The Big R-Book

From Data Science to Learning Machines and Big Data

by Philippe J. S. De Brouwer
Hardback
Publication Date: 10/11/2020
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This book provides an overall introduction to R with a focus on tools and methods commonly used in Data Science, with an emphasis on practice and business use.The intention is to provide a practical guide for non-experts with a focus on business users. The author covers a wide range of topics in a single book: databases, statistical machine learning, data wrangling, data visualization, and reporting such results. The book includes seven parts. Part 1 is an Introduction, Part 2 provides an overview of R and elements of statistics. Part 3 revolves around data, while Part 4 focuses on data wrangling. Next, Part 5 focuses on exploring data. Modelling is covered in Part 6, while Part 7 covers reports. Finally, Part 7 contains appendices. 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.

ISBN:
9781119632726
9781119632726
Category:
Mathematics
Format:
Hardback
Publication Date:
10-11-2020
Language:
English
Publisher:
John\Wiley#& Sons, Limited
Country of origin:
United Kingdom
Dimensions (mm):
279.4x218.4x43.2mm
Weight:
2.09kg

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