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Coursera Mastering Software Development in R

Index

Specialization : Mastering Software Development in R Specialization

There is a manual Mastering Software Development in R.pdf for these courses.

Course 1 : The R Programming Environment

  • Week 1 : Basic R Language
  • Week 2 : Data Manipulation
  • Week 3 : Text Processing, Regular Expression, & Physical Memory
  • Week 4 : Large Datasets

swirl::install_course("The R Programming Environment")

Course 2 : Advanced R Programming

  • Week 1 : Welcome to Advanced R Programming
  • Week 2 : Functional Programming
  • Week 3 : Debugging and Profiling
  • Week 4 : Object-Oriented Programming

swirl::install_course("Advanced R Programming")

Course 3 : Building R Packages

  • Week 1 : Getting Started with R Packages
  • Week 2 : Documentation and Testing
  • Week 3 : Licensing, Version Control, and Software Design
  • Week 4 : Continuous Integration and Cross Platform Development

Kindly refer to The farsdata R Package which is my R package repo for the assignment.

Course 4 : Building Data Visualization Tools

Course 5 : Mastering Software Development in R Capstone

Miscellaneous

  • Dynamic Documents for R using R Markdown introduce some useful functions and also packages for R users.
  • Advanced R designed primarily for R users who want to improve their programming skills and understanding of the language. It should also be useful for programmers coming to R from other languages, as it explains some of R's quirks and shows how some parts that seem horrible do have a positive side.
  • Efficient R programming teach us how to use R programming efficiently.

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