An Introduction to Data Analysis in R : Hands-on Coding, Data Mining, Visualization and Statistics from Scratch

An Introduction to Data Analysis in R : Hands-on Coding, Data Mining, Visualization and Statistics from Scratch - Use R!

Paperback (28 Jul 2020)

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Publisher's Synopsis

This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R. The chapters cover topics such as the fundamentals of programming in R, data collection and preprocessing, including web scraping, data visualization, and statistical methods, including multivariate analysis, and feature exercises at the end of each section. The text requires only basic statistics skills, as it strikes a balance between statistical and mathematical understanding and implementation in R, with a special emphasis on reproducible examples and real-world applications. This textbook is primarily intended for undergraduate students of mathematics, statistics, physics, economics, finance and business who are pursuing a career in data analytics. It will be equally valuable for master students of data science and industry professionals who want to conduct data analyses.

Book information

ISBN: 9783030489960
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
DEWEY: 519.50285
DEWEY edition: 23
Language: English
Number of pages: 276
Weight: 458g
Height: 155mm
Width: 234mm
Spine width: 29mm