Episode Details

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