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r-tutor's Introduction

#R-Tutor

最近做R语言开发,配合Docker+Shiny看到了R语言作为工程主力的春天! 主站Demo: http://harryzhu.name:3838/shiny-examples-master/

R语言学习资料大搜刮

一.用R的一些牛人

  1. Rstudio谢溢辉用。 (R中初代火影级别人物)
  2. 物流 物流系统分析
  3. 京东刘思喆
  4. Markdown; 结合Knitr+Mou 解决常见的文档编辑问题!
  5. 其他:量化交易、生物、医学、统计等、

二.你不知道的R

1.写作 和 演示

文职神器Knitr,教你如何优雅地写作业(本文)

knitr

Knitr中文介绍膜拜作者:谢溢辉老师

Mou

Mou主页

2.学R好去处:统计之都

三.数据科学家用R?

DataScientist = Statistics Science + Computer Science + Domain Science

1. 需求:(all are Maths & Science)

数据收集,数据输入输出,数据清洗,数据建模, 数据可视化

2. 炼数成金5步 //欢迎补充

1.和基础数学有关

矩阵论和线性代数

2.和应用数学有关

概率论与数理统计

3.R中操作

  • 使用R包 //R包的概念类似于手机的App

  • R中初级操作

  • [R中进阶操作] 涉及常见包的调用

    1. ggplot2 igraph ggvis recharts 画画包
    2. plyr reshape2 数据整容包
    3. knitr showtext formatR 写字包
    4. pipeR XML shiny 黑暗魔法包
  • [R中大神操作]

    1. devtools 有情怀的开发者包
    2. Rcpp 高富帅与c++ 交互包
    3. rattle 数据挖掘包
    4. 还有很多我也没听说过的3000+个包
  • R教学课程 youtube **R演习室//R&统计

    CodeSchool//基础

4.和你的专业有关

Example1:运筹学与最优化理论

Example3: 控制原理

5.和计算机基础有关

数据结构 、编程基础、操作系统

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