Machine learning for predictive analytics

ML primers

• Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani’Gareth James et al., An Introduction to Statistical Learning: With Applications in r (Springer Publishing Company, Incorporated, 2014).
  
  s An introduction to statistical learning provides a conceptual and practical introduction in R to key ML techniques.

• Max Kuhn and Julia SilgeMax Kuhn and Julia Silge, Tidy Modeling with R, 2022.
  
  Tidy modeling with R demonstrates how to deploy tidyverse workflows when working over ML (resampled) model outputs.