Courses in winter term 2015 / Lecture Machine Learning / Lecture Script
Lecture Slides:
Overview | [PDF] | 21.10.2015 | |
Linear Regression | [PDF] | 28.10.2015 | |
Linear Classification | [PDF] | 04.11.2015 | |
Regularization | [PDF] | 11.11.2015 | |
High Dimensional Data | [PDF] | 18.11.2015 | |
K-Nearest Neighbor | [PDF] | 25.11.2015 | |
Decision Trees | [PDF] | 02.12.2015 | |
First Look at Bayesian Networks | [PDF] | 09.12.2015 | |
Support Vector Machines | [PDF] | 16.12.2015 | |
Support Vector Machines 2 | [PDF] | 13.01.2016 | |
Cluster Analysis | [PDF] | 20.01.2016 | |
Dimensionality Reduction | [PDF] | 27.01.2016 |