Supervised learning

DATASCI 415: Statistical Learning and Data Mining

University of Michigan

including slides by Gareth James, Daniela Witten, Trevor Hastie, Rob Tibshirani, Jonathan Taylor

Statistical learning basics

1. regression

2. curse of dimensionality and regression models

3. model selection

4. classification