Courses in winter term 2008/2009 / Lecture Machine Learning: Lecture Notes
You may also have a look at the slides for last year's lecture.
| Regression (part 1) | [PDF] | 27.10.2008 | |
| Regression (part 2) | [PDF] | 30.10.2008 | |
| Classification (part 1: Introduction and LDA) | [PDF] | 03.11.2008 | |
| Classification (part 2: Perceptrons) | [PDF] | 10.11.2008 | |
| Classification (part 3: Logistic Regression) | [PDF] | 13.11.2008 | |
| Nearest Neighbor Classification | [PDF] | 17.11.2008 | |
| Decision Trees (part 1) | [PDF] | 24.11.2008 | |
| Decision Trees (part 2) | [PDF] | 27.11.2008 | |
| Clustering (part 1) | [PDF] | 01.12.2008 | |
| Clustering (part 2) | [PDF] | 11.12.2008 | |
| Clustering (part 3) | [PDF] | 15.12.2008 | |
| Association Rules (part 1) | [PDF] | 05.01.2009 | |
| Association Rules (part 2) | [PDF] | 12.01.2009 | |
| Classifikation with SVM | [PDF] | 19.01.2009 | |
| Ensemble Methods | [PDF] | 22.01.2009 |
The exam will take place on Friday, 13.02.2009, 10:00-12:00 in room B26. If you want to participate or have any questions, send an email to Zeno Gantner.
The test is an open book exam; you are allowed to use books, lecture notes and a non-programmable calculator.