Foundations of Functional Programming with purrr

The Korshub Take

This intermediate R course demystifies functional programming by focusing on the tidyverse purrr package. Through hands-on exercises with complex nested list structures, it teaches clean alternatives to traditional loops for iteration, mapping, extraction, and object coercion.

Who It's For

R programmers and data scientists who want to master nested list manipulation and write cleaner, vectorised functional code using the tidyverse.

Key Takeaways

• List Manipulation: Master methods for extracting, filtering, and summarizing nested list structures efficiently in R.
• Functional Iteration with purrr: Replace repetitive for loops with powerful map() functions to apply functions across list elements.
• Data Coercion & Export: Seamlessly transform nested list outputs into flat vectors, data frames, or custom structured objects.