R for Data Science

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Hadley Wickham
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O'Reilly Media 2016-12-25 Paperback 9781491910399

具体描述

Hadley Wickham is an Assistant Professor and the Dobelman FamilyJunior Chair in Statistics at Rice University. He is an active memberof the R community, has written and contributed to over 30 R packages, and won the John Chambers Award for Statistical Computing for his work developing tools for data reshaping and visualization. His research focuses on how to make data analysis better, faster and easier, with a particular emphasis on the use of visualization to better understand data and models.

Garrett Grolemund is a statistician, teacher and R developer who currently works for RStudio. He sees data analysis as a largely untapped fountain of value for both industry and science. Garrett received his Ph.D at Rice University in Hadley Wickham's lab, where his research traced the origins of data analysis as a cognitive process and identified how attentional and epistemological concerns guide every data analysis.

Garrett is passionate about helping people avoid the frustration and unnecessary learning he went through while mastering data analysis. Even before he finished his dissertation, he started teaching corporate training in R and data analysis for Revolutions Analytics. He's taught at Google, eBay, Axciom and many other companies, and is currently developing a training curriculum for RStudio that will make useful know-how even more accessible.

Outside of teaching, Garrett spends time doing clinical trials research, legal research, and financial analysis. He also develops R software, he's co-authored the lubridate R package--which provides methods to parse, manipulate, and do arithmetic with date-times--and wrote the ggsubplot package, which extends the ggplot2 package.

http://r4ds.had.co.nz/

用户评价

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##有人说这本书就是Hadley安利他的Tidyverse各种包,书名不如就叫《Tidyverse for Data Science》,没办法,谁让Tidyverse就是优雅好用呢。举个例子,我看完以后就记得一堆动词性函数(Verbs),比如用filter()筛选符合条件的行(observations),用select()筛选需要的列(variab...  

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##大概因为有点pandas和sklearn的基础,一刷非常顺畅~暑假跟着R for finance类的教材初学R真是不堪回首=。= #选对入门书太重要!

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##赞美Hadley!! 这本书的定位是 data science 入门书,特点是使用了 tidyverse 的一套哲学。整体思路可借用书中的一张图来说明: 首先明确几点原则: 1. 工具不是重点,创造价值才是目的。具体到数据科学,表现形式往往是提供解决方案或者做出某种决策。至于使用什么语言,采用什么工具,不本...  

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##刷新对R的三观

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##R 是个丑八怪, tidyverse 给 R 整了个容

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非常好。之前一直因为R混乱的语法而弃用很多次,但是pandas和jupyter notebook又不够灵活,勉强用python做了一段时间的数据分析。这次偶然接触了tidyverse套件,瞬间觉得R非常清晰好用。另外这本的理念很好,完全摒弃了其他R工具书从头到尾讲统计的陋习。

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##赞美Hadley!! 这本书的定位是 data science 入门书,特点是使用了 tidyverse 的一套哲学。整体思路可借用书中的一张图来说明: 首先明确几点原则: 1. 工具不是重点,创造价值才是目的。具体到数据科学,表现形式往往是提供解决方案或者做出某种决策。至于使用什么语言,采用什么工具,不本...  

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