Advanced R Programming

Go beyond the basics to write more efficient, readable, and powerful R code. This course covers advanced data manipulation, functional programming, and data reshaping.

Modules

Lessons

Exercises

~10h

Duration

Advanced dplyrpurrrFunctional ProgrammingtidyrData ReshapingR Markdown

Start Course

Recommended Prerequisites

Statistics in R Data Visualization with ggplot2

Efficient Manipulation with `across`

Learn how to stop repeating yourself and apply functions to many columns at once.

120m

Tracks/R Programming & Data Science/Advanced R Programming

Intermediate

Advanced R Programming

Go beyond the basics to write more efficient, readable, and powerful R code. This course covers advanced data manipulation, functional programming, and data reshaping.

Modules

Lessons

Exercises

~10h

Duration

Advanced dplyrpurrrFunctional ProgrammingtidyrData ReshapingR Markdown

Start Course

Recommended Prerequisites

Statistics in R Data Visualization with ggplot2

Efficient Manipulation with `across`

Learn how to stop repeating yourself and apply functions to many columns at once.

120m

Advanced R Programming

Recommended Prerequisites

Advanced Data Manipulation

Efficient Manipulation with `across`

Functional Programming with purrr

Reshaping Data with tidyr

Writing Efficient R Code

Mastering Environments and Scope

Advanced R Programming

Recommended Prerequisites

Advanced Data Manipulation

Efficient Manipulation with `across`

Functional Programming with purrr

Reshaping Data with tidyr

Writing Efficient R Code

Mastering Environments and Scope