Speaker

Bruna Wundervald from School of Mathematics, National University of Ireland, Maynooth.

Abstract

In times of a rich availability of different packages and software for machine learning, it is not always easy to know which ones are the best to use. In an attempt to provide a unified grammar for machine learning in R, the tidymodels is a group of packages specifically designed to perform modelling tasks and to perfectly integrate with the tidyverse ecosystem at the same time. In this talk, I will give an introduction to its main packages, showing how they can be used for the pre-processing of data, and training and validation of machine learning models.

Supplementary Materials

Package: The tidymodels package is available on CRAN and the tutorial can be accessed here.

Slides: The presentation slides are available here

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Webinar Video

Category: Webinars