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R常见的学习资源

Hadley Wickham 哪些包?

知道用哪些函数?

ggplot extensions

ggtech 主题

模型

  • 只搜图片,看检测指标,比如ROC,看懂了检查指标,再去看之前的模型怎么构建。

  • 只找关键词ggplot, geom_

  • 模型参考的书: Modern Data Science with R

  • lm visualization

  • tree(decision, randomForest, bayes)

  • 模型查代码的书,Machine Learning with R - Second Edition

dplyr and tidyr, 处理数据

  • dplyr = sql, filter, join, select
  • tidyr = gather (), separate

Cases

RStudio for R Statistical Computing Cookbook

The subheading “quick answers to common problem” is the more appropriate description of this book.

Ch.7 vintage, recommendation engine

datacamp

RMarkdown

  • xaringan: 做PPT
  • bookdown: word, pdf
  • 模板,tufte
  • Reproducible Research with R and R Studio, Second Edition