The R-Podcast

Tidymodels with Max Kuhn

Conversation with Max Kuhn

  • Tidy models: github.com/tidymodels
  • parsnip - A tidy interface to models: tidymodels.github.io/parsnip/
  • caret package: topepo.github.io/caret/index.html
  • Conventions for R Modeling Packages: tidymodels.github.io/model-implementation-principles/

Additional rstudio::conf gems

  • Empowering a data team with RStudio addins (Hao Zhu): resources.rstudio.com/rstudio-conf-2019/empowering-a-data-team-with-rstudio-addins
  • pak: A fresh approach to package installation: pak.r-lib.org/
  • Gabor Csardi's rstudio::conf presentation: resources.rstudio.com/rstudio-conf-2019/pkgman-a-fresh-approach-to-package-installation
  • Democratizing R with Plumber APIs (James Blair): resources.rstudio.com/rstudio-conf-2019/democratizing-r-with-plumber-apis
  • Configuration management tools for the R admin (Kelly O'Briant): resources.rstudio.com/rstudio-conf-2019/configuration-management-tools-for-the-r-admin
  • The lazy and distracted report writer - using rmarkdown and parameterised reports (Mike K Smith): resources.rstudio.com/rstudio-conf-2019/the-lazy-and-easily-distracted-report-writer-using-rmarkdown-and-parameterised-reports
  • Modernizing the Clinical Trial Analysis Pipeline with R and JavaScript: github.com/RhoInc/RStudioConf2019-ePoster/

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Music Credits

  • Opening and closing themes: Training Montage by WillRock from the Return All Robots Remix Album at ocremix.org