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Kuntal Ganguly - R Data Analysis Cookbook - Second Edition

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Kuntal Ganguly - R Data Analysis Cookbook - Second Edition

Более 80 рецептов, которые помогут вам прорваться через ваши проекты анализа данных, используя R. Анализ данных с помощью R стал очень важным для организаций всех видов. R позволяет даже тем, у кого нет глубокой математической основы, а есть только интуитивное понимание базовых понятий, начать мощные и подробные исследования их данных.
Over 80 recipes to help you breeze through your data analysis projects using R. Data analytics with R has emerged as a very important focus for organizations of all kinds. R enables even those with only an intuitive grasp of the underlying concepts, without a deep mathematical background, to unleash powerful and detailed examinations of their data.
This book will show you how you can put your data analysis skills in R to practical use, with recipes catering to the basic as well as advanced data analysis tasks. Right from acquiring your data and preparing it for analysis to the more complex data analysis techniques, the book will show you how you can implement each technique in the best possible manner. You will also visualize your data using the popular R packages like ggplot2 and gain hidden insights from it. Starting with implementing the basic data analysis concepts like handling your data to creating basic plots, you will master the more advanced data analysis techniques like performing cluster analysis, and generating effective analysis reports and visualizations. Throughout the book, you will get to know the common problems and obstacles you might encounter while implementing each of the data analysis techniques in R, with ways to overcoming them in the easiest possible way. By the end of this book, you will have all the knowledge you need to become an expert in data analysis with R, and put your skills to test in real-world scenarios.

Название: R Data Analysis Cookbook - Second Edition
Автор: Kuntal Ganguly
Издательство: Packt Publishing
ISBN: 1787124479
Год: 2017
Страниц: 560
Язык: английский
Формат: epub
Размер: 12.2 MB

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