Where I write.

Hidden Markov Models


A Little on Topic Model

ISL: Unsupervised Learning

ISL: Support Vector Machines

ISL: Tree Based Methods

ISL: Moving Beyond Linearity

ISL: Linear Model Selection and Regularization - Part 2

Bayesian Interpretation for Ridge Regression and the Lasso + Exercise 7

RSS, MSE, RMSE, RSE, TSS, R2 and Adjusted R2