Advanced R Programming Training Course

Last updated

Course Code

rprogadv

Duration

7 hours (usually 1 day including breaks)

Requirements

Linux Operating System

Overview

This course is for data scientists and statisticians that already have basic R & C++ coding skills and R code and need advanced R coding skills.

The purpose is to give a practical advanced R programming course to participants interested in applying the methods at work.

Sector specific examples are used to make the training relevant to the audience

Course Outline

  • 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

Testimonials

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