rtraining

R Training: My notes and experiences learning R and RStudio, bundled as an R package (work-in-progress), and published to GitHub Pages using Quarto.

Feel free to use and/or fork this project!

Notebooks

Notebooks in this package:

R Books

reading
An actively maintained and curated list of R Books and other recommended resources from my reading list.
2023-11-17
John Benninghoff

R Training Log

notes
Original notes on learning R and RStudio. An updated reading list of R books and other recommended resources is available in R Books.
2020-12-02
John Benninghoff

 

R Setup Log

notes
My notes on my personal R setup. I started my R journey in September 2020 after SIRACon 2020. Important: this historical setup is outdated and differs from my current approach, which is documented in rdev.
2020-12-30
John Benninghoff

 

FaultTree.widget Test

notes
Notebook for testing FaultTree.widget rendering fixes.
2021-09-30
John Benninghoff

 

Using Rcpp

notes
Notes on using Rcpp to implement Poker-Hand-Evaluator in the cards package.
2023-12-21
John Benninghoff

 

Conditional Probability

notes
An exploration of conditional probabilities in R, inspired by a 2015 blog post on the hot hand.
2024-03-26
John Benninghoff

Hockey Cards Analysis

notes
A simple Monte Carlo simulation in R, replicating Julia code from a LinkedIn post.
2024-04-17
John Benninghoff

Advanced R (Foundations)

exercises
advanced-r
Workbook for completing quizzes and exercises from the “Foundations” chapters of Advanced R, second edition, with comparisons to solutions from Advanced R Solutions.
2022-06-12
John Benninghoff

Advanced R (Functional programming)

exercises
advanced-r
Workbook for completing quizzes and exercises from the “Functional programming” chapters of Advanced R, second edition, with comparisons to solutions from Advanced R Solutions.
2022-07-31
John Benninghoff

Advanced R (Object-oriented programming)

exercises
advanced-r
Workbook for completing quizzes and exercises from the “Object-oriented programming” chapters of Advanced R, second edition, with comparisons to solutions from Advanced R Solutions.
2022-08-15
John Benninghoff

 

Advanced R (Metaprogramming)

exercises
advanced-r
Workbook for completing quizzes and exercises from the “Metaprogramming” chapters of Advanced R, second edition, with comparisons to solutions from Advanced R Solutions.
2023-02-19
John Benninghoff

ggplot2 (Getting started)

exercises
ggplot2
Workbook for completing quizzes and exercises from the “Getting started” chapters of ggplot2: Elegant Graphics for Data Analysis, third edition, with comparisons to solutions from Solutions to ggplot2: Elegant Graphics for Data Analysis.
2022-11-20
John Benninghoff

ggplot2 (Layers)

exercises
ggplot2
Workbook for completing quizzes and exercises from the “Layers” chapters of ggplot2: Elegant Graphics for Data Analysis, third edition, with comparisons to solutions from Solutions to ggplot2: Elegant Graphics for Data Analysis.
2022-11-20
John Benninghoff

ggplot2 (Scales)

exercises
ggplot2
Workbook for completing quizzes and exercises from the “Scales” chapters of ggplot2: Elegant Graphics for Data Analysis, third edition, with comparisons to solutions from Solutions to ggplot2: Elegant Graphics for Data Analysis.
2022-12-03
John Benninghoff

ggplot2 (Grammar)

exercises
ggplot2
Workbook for completing quizzes and exercises from the “Grammar” chapters of ggplot2: Elegant Graphics for Data Analysis, third edition, with comparisons to solutions from Solutions to ggplot2: Elegant Graphics for Data Analysis.
2022-12-09
John Benninghoff

ggplot2 (Extending)

exercises
ggplot2
Workbook for completing quizzes and exercises from the “Extending” chapters of ggplot2: Elegant Graphics for Data Analysis, third edition, with comparisons to solutions from Solutions to ggplot2: Elegant Graphics for Data Analysis.
2022-12-18
John Benninghoff
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