2018 Analytics Summit: Machine Learning with R

Material for our Machine Learning with R short course held at the 2018 Analytics Summit.

Authors

• Brad Boehmke

• Brandon Greenwell

Topics

• Introduction

• Fundamentals of machine learning

• Regularized regression

• Multivariate adaptive regression splines

• Neural networks and deep learning

• Naive Bayes

• Support vector machines

• Tree-mased methods