R Resources Courses

• 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