Courses in winter term 2007/2008 / Lecture Machine Learning / Lecture Notes:
The lecture is held in German, however, the lecture notes are in English.
You may also have a look at the slides for last year's lecture.
| 0. Introduction | [PDF] | 22.10.+25.10.2007 | |
| 1. Linear Regression | [PDF] | 29.10.-12.11.2007 | |
| 2. Logistic Regression and LDA | [PDF] | 12.11.-26.11.2007 | |
| 3. Nearest Neighbor and Kernel Methods | [PDF] | 26.11.-03.12.2007 | |
| 4. Decision Trees | [PDF] | 06.12.-17.12.2007 | |
| 5. Clustering | [PDF] | 07.01.2008 | |
| 6. Pattern Mining | [PDF] | 10.01.-17.01.2008 | |
| 7. Evaluation | [PDF] | 21.01.+25.01.2008 | |
| 7. Evaluation (Testing) | [PDF] | 25.01.2008 | |
| 8. Support Vector Machines | [PDF] | 28.01.-07.02.2008 |
The exam will take place on Monday, the 11.02.2008, 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.