I2ML - Supervised Classification - Discriminant Analysis
13:52
I2ML - Supervised Classification - Linear Classifiers
24:43
I2ML - Supervised Classification - Naive Bayes
32:47
I2ML - Supervised Classification - Logistic Regression
14:08
I2ML - Evaluation - ROC Measures
29:54
I2ML - Random Forest - Basics
20:26
SL - Regularization - Non-Linear Models and Structural Risk Minimization
18:17
SL - Regularization - Introduction
10:19