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Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.

Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way.

You’ll learn how to:

• Wrangle—transform your datasets into a form convenient for analysis
• Program—learn powerful R tools for solving data problems with greater clarity and ease
• Explore—examine your data, generate hypotheses, and quickly test them
• Model—provide a low-dimensional summary that captures true "signals" in your dataset
• Communicate—learn R Markdown for integrating prose, code, and results OReilly.R.for.Data.Science.2016.12.pdf (32.32 MB, 需要: 2 个论坛币)
  2017-4-23 21:45:53 上传

  
  Hadley Wickham, Garrett Grolemund
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关键词：Science OReilly Reilly Data SCIE

丁兆海4 发表于 2017-4-23 21:48
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces ...

这本书有免费版的，直接百度一下就找到了，这本书本身就是个团体合作项目

设成2分，就是收一下服务费，毕竟上传这个工作也需要点回报。

这本书是2016年12月出版的，内容是很好的。将数据分析的工作流程化，并且打包处理需要的R包。每一步的数据分析步骤都会介绍处理的代码，感觉非常地亲切和使用，结合ggplot2包，将R语言的数据分析流程近乎于标准化。不在和原来一样，每一步的分析分割的很开，这里是化繁为简，该循环的循环处理和探索就反复的探索，该流程性地处理就执行到位。欢迎大家在下面将书中遇到的疑难问题和使用心得写下来。也就是为这本书找一个讨论的地方。谢谢。

丁兆海4 发表于 2017-4-23 21:48
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces ...

我知道，给书作者一直在网上分享最新版

丁兆海4 发表于 2017-4-23 21:48
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces ...

好的好的

谢谢分享

谢谢分享

丁兆海4 发表于 2017-4-23 21:48
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces ...

好的好的

丁兆海4 发表于 2017-4-23 21:48
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces ...

楼主好人，谢谢分享