Issue 2021-W20 Highlights

A tidymodels approach to the Introduction to Statistical Learning learning labs, exploring class imbalance on the TidyX video series, and encrypting and hosting a R Markdown report.

Episode Links

This week's curator: Ryo Nakagawara (@R_by_Ryo)
ISLR: tidymodels labs: This book aims to be a complement to the 1st version An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages.
TidyX Episode 59: MLB Pitch Classification - Class Imbalance and Model Evaluation
Encrypt and host a knitted R Markdown file
Entire issue available at rweekly.org/2021-W20

Supplemental Resources

An Introduction to Statistical Learning and The Elements of Statistical Learning official sites with links to download each.
TidyX MLB Pitch Classification playlist
My appearance on TidyX episode 32
{encryptedRmd}: Password protected markdown HTML reports in R using libsodium
libsodium encryption library