predictivemodeling-with-r

Lecture Slides

• Lecture 1: Git, RMarkdown & Portfolio

• Lecture 2: dplyr and ggplot2

• Lecture 3: tidyr and purrr

• Lecture 4: Linear regression

• Lecture 5: Cross validation with tidymodels

• Lecture 6: Tree based models

• Lecture 7: Boosted Tree

• Lecture 8: GLM

• Lecture 9: Deep learning in R

• Lecture 10: Deep learning in R