r-resources-courses

name: r-resources-courses description: R learning courses and tutorials. Use for finding R programming courses.

R Courses

Learning resources and tutorials.

Free Courses

Posit (RStudio)

• Posit Primers - https://posit.cloud/learn/primers
  • Interactive tutorials for tidyverse
• Posit Recipes - https://posit.cloud/learn/recipes
  • Quick how-to guides

Coursera

• Data Science Specialization (Johns Hopkins)
  • R Programming, Getting and Cleaning Data
• Statistics with R (Duke)
  • Probability, inference, regression

DataCamp

• Introduction to R
• Intermediate R
• Data Manipulation with dplyr

Codecademy

• Learn R
  • Interactive R basics

Video Tutorials

YouTube Channels

• StatQuest - Statistics concepts
• David Robinson - TidyTuesday screencasts
• Julia Silge - Text mining, tidymodels

Interactive Learning

Swirl

install.packages("swirl")
library(swirl)
swirl()
# Courses: R Programming, Getting and Cleaning Data

learnr

# Interactive tutorials in RStudio
install.packages("learnr")

Practice

TidyTuesday

• Weekly data projects
• https://github.com/rfordatascience/tidytuesday

Kaggle

• R notebooks and competitions
• https://www.kaggle.com/

Exercism

• R track with mentored exercises
• https://exercism.org/tracks/r