发表于2025-01-11
R for Data Science pdf epub mobi txt 电子书 下载
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/
##花了一年的时间,跟同事一起把这本书以上课时间讲完了。受益匪浅。是一本非常应用的书。入门R的同学可以看,这是tydiserve 体系的R。容易上手。也够用。如果是14年之前接触R的,也建议读一下,真的很方便。但是如果对R使用和时间要求比较高,那还是要从传统的R入手,这本书应用性强,理论性太浅。
评分 评分 评分##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
评分##R 是个丑八怪, tidyverse 给 R 整了个容
评分 评分 评分##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!
评分##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……
R for Data Science pdf epub mobi txt 电子书 下载