Study Note: Exploratory Data Analysis

04-29

CS229 Note: Generative Learning

10-22

CS229 Note: Linear Regression, Logistic regression, Generalized Linear Models

10-20

Study Note: Linear Regression Example Prostate Cancer

10-19

Study Note: Assessing Model Accuracy

10-19

Study Note: Bias, Variance and Model Complexity

10-19

Study Note: Dimension Reduction - PCA, PCR

10-19

Study Note: Decision Trees, Random Forest, and Boosting

10-19

Study Note: Model Selection and Regularization (Ridge & Lasso)

10-19

Study Note: Resampling Methods - Cross Validation, Bootstrap

10-19