R Weekly Highlights

Issue 2021-W20 Highlights

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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
      • ...more
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