Statistical Methods for Data Science
Homework Code
Code for homework problems.
Lecture Notes
- Introduction, Quick Review of Simple & Multiple Linear Regression
- Logistic Regression, Linear & Quadratic Discriminant Analysis
- Resampling
- Model Selection
- Dimension Reduction
- Nonlinear Modeling
- Tree Based Methods, Bagging, & Random Forests
- Support Vector Machines
Released under the MIT license. See LICENSE for details.