DS502
Statistical Methods for Data Science
Code
HomeworkCode for homework problems.
Notes
Lecture- 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
License
Released under the MIT license. See LICENSE for details.