Advanced R Programming培训

课程编码

rprogadv

课程时长

7 小时 通常来说是1天,包括中间休息。

要求

Linux Operating System

课程概览

本课程适用于已具备基本R& C++编码技能和R代码且需要高级R编码技能的数据科学家和统计学家。

目的是为有兴趣在工作中应用这些方法的参与者提供实用的高级R编程课程。

行业特定示例用于使培训与受众相关

Machine Translated

课程大纲

  • R's environment
  • Object oriented programming in R
  • S3
  • S4
  • Reference classes
  • Performance profiling
  • Exception handling
  • Debugging R code
  • Creating R packages
  • Unit testing
  • C/C++ coding in R
  • SEXPRs
  • Calling dynamically loaded libraries from R
  • Writing and compiling C/C++ code from R
  • Improving R's performance with C++ linear algebra library

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