Introduction to Machine Learning with the Tidyverse Workshop - rstudio::conf 2020

Conferences & Events posit::conf
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The prework for this workshop is now available here:

And here:

Please bring a laptop to class that has the following installed:

  • A recent version of R (>=3.6.0), which is available for free at
    cran.r-project.org

  • A recent version of RStudio Desktop (>=1.2.1500), available for
    free at https://www.rstudio.com/products/rstudio/download/ (RStudio Desktop Open Source
    License)

  • The R packages we will use, which you can install by connecting to
    the internet, opening RStudio, and running at the command line:

    install.packages(c("tidyverse", "tidymodels", "remotes", 
                    "rpart.plot", "rattle", "vip", "AmesHousing", 
                    "kknn", "rpart", "ranger", "partykit"))

# and

remotes::install_github(c("tidymodels/workflows", "tidymodels/tune", "tidymodels/modeldata"))

And don’t forget your power cord!

On the day of the class, we’ll provide you with an RStudio Server Pro
login that contains all of the course materials. We will use the
software listed above only as an important backup should there be
problems with the classroom server connection.

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