8:15
Decision trees: Functioning and tuning in software
6:38
Decision Tree Pruning: Software Adjustment
4:08
Kernel trick
5:25
Kernel-based densities or Kernel density
13:36
Support vector machines: Linear case
11:37
Support vector machines: Nonlinear case using kernels
5:16
Application of Naive Bayes in text classification
7:09
Ensambles
10:08
Machine learning algorithms in detail: AdaBoost
14:17
Machine learning algorithms in detail: Gradient Boosting
14:07
Machine learning algorithms in detail: XGBoost
