Tidymodels with Max Kuhn

About this Episode

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/

Feedback

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Music Credits

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