Advanced R Programming Training Course

by NobleProg (Australia) Claim Listing

Advanced R Programming TrThis 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 aining Course

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img Duration

1 Day

Course Details

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

  • Melbourne Branch

    Suite 51/Level 4, 80 Market Street, Melbourne

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