Tidymodels with Max Kuhn
Conversation with Max Kuhn Tidy models: github.com/tidymodels (https://github.com/tidymodels) parsnip - A tidy interface to models: tidymodels.github.io/parsnip/ (https://tidymodels.github.io/parsnip/) caret package: topepo.github.io/caret/index.html (http://topepo.github.io/caret/index.html) Conventions for R Modeling Packages: tidymodels.github.io/model-implementation-principles/ (https://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 (https://resources.rstudio.com/rstudio-conf-2019/empowering-a-data-team-with-rstudio-addins) pak: A fresh approach to package installation: pak.r-lib.org/ (https://pak.r-lib.org/) Gabor Csardi's rstudio::conf presentation: resources.rstudio.com/rstudio-conf-2019/pkgman-a-fresh-approach-to-package-installation (https://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 (https://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 (https://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 (https://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/ (https://github.com/RhoInc/RStudioConf2019-ePoster/) Feedback Leave a comment on this episode's post (https://r-podcast.org/28) Email the show: thercast[at]gmail.com Use the R-Podcast contact page (https://r-podcast.org/contact) Leave a voicemail at +1-269-849-9780 Music Credits Opening and closing themes: Training Montage by WillRock (http://ocremix.org/artist/5043/willrock) from the Return All Robots Remix Album (http://ocremix.org/events/returnallrobots/) at ocremix.org (http://ocremix.org/)