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R101: Codes and tricks from a computer scientist to help non computer scientists to master the R programming language

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r101

Tutorials from a computer scientist to help non computer scientists to master the R programming language

The list of tutorials developed so far: Output - Source

Learning Statistics using R (or... Learning R using Statistics).

Part 1: Visualizing various probability density functions
stat101a.html --- stat101a.Rmd & stat101a.R

Shows:

  • The most minimalistic code!
  • How to Start your first ever code: you can do it in .R or in .Rmd!
  • Your first simplest graph - Useqplot from ggplot2 library instead of base plot function!
  • Your first for loop to automate repetetive tasks - printing graphs for different probability density functions (PDF), in this case.
  • Use of pipelines with %>% operator

Physics Labs in R - Learning Physics using R (or... Learning R using Physics).

Computing a system’s characteristic from a set of observations physics_with_R-01.html (also at https://rpubs.com/ivim/r101-w-physics01), physics_with_R-01.pdf --- physics_with_R-01.Rmd

Shows:

  • Pedagogical vs. historical approach to teaching R
  • Key R concepts
  • Your first Good coding practices rules
  • Three (3) most needed libraries
  • Interactive Menus, sub-pages,Code Window popup in Rmarkdown

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