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

### learnr
```r
# 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