R for Data Science

R for Data Science 下载 mobi epub pdf 电子书 2025


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Hadley Wickham



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发表于2025-03-01

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O'Reilly Media 2016-12-25 Paperback 9781491910399


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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/

R for Data Science 下载 mobi epub pdf txt 电子书 格式

R for Data Science mobi 下载 pdf 下载 pub 下载 txt 电子书 下载 2025

R for Data Science 下载 mobi pdf epub txt 电子书 格式 2025

R for Data Science 下载 mobi epub pdf 电子书
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##入门书。Tidyverse 的哲学可看作 R 的新(现代)范式,目的就是取其精华、去其糟粕。请 pandas/matplotlib/sklearn 诸君继续努力,因为我被迫用你们时经常怀念 tidyverse 的某些优雅与效率

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##入门书籍,tidyverse占了大头,基本上也是很主流的包比如ggplot2还有tibble这种,重点是第四部分的函数建模部分,主要是了解lm(x~y)的写法。至于第五章讲交互的意义就真的很迷了,真的不是拿来凑数的?

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##没太明白tidy data 有啥用...好像和一般的用法也没啥区别

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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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##R 是个丑八怪, tidyverse 给 R 整了个容

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##读得不太认真,有需要再复习吧。R毕竟不是专门做统计的,大部分场合下当然没有stata之类直观,纵有万般好,也不必过分推崇。我决定实用主义地穿插着用各种软件,虽然姿势难看,但是省劲儿啊……

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R for Data Science mobi epub pdf txt 电子书 格式下载 2025


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