Issue 2021-W20 Highlights
May 18, 2021•11 min
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Episode description
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
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