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