Courses in winter term 2009/10 / Slides Machine Learning
You may also have a look at the slides for the lecture in winter term 2007/2008.
Slides:
00. Overview | [PDF] | 03.11.2009+04.11.2009 | |
01. Linear Regression | [PDF] | 10.11.2009-17.11.2009 | |
02. Logistic Regression and LDA | [PDF] | 18.11.2009+25.11.2009 | |
03. Nearest Neighbor and Kernel Methods | [PDF] | 08.12.2009+15.12.2009 | |
04. Decision Trees | [PDF] | 16.12.2009-12.01.2010 | |
07. Support-Vector Machines | [PDF] | 12.01.2010+13.01.2010 |
Recordings:
- 03.11.2009: Overview (1/2) [AVI, 96 MB]
- 04.11.2009: Overview (2/2) [AVI, 118 MB]
- 10.11.2009: Linear Regression (1/2) [AVI, 106 MB]
- 11.11.2009: Linear Regression (2/2) [AVI, 102 MB]
- 17.11.2009: Lineare Regression (3/4) [AVI, 98 MB]
- 18.11.2009: Lineare Regression (4/4) [AVI, 82 MB]
- 18.11.2009: Logistic Regression und LDA (1/4) [AVI, 23 MB]
- 24.11.2009: Logistic Regression and LDA (2/4) [AVI, 103 MB]
- 25.11.2009: Logistic Regression and LDA (3/4) [AVI, 75 MB]
- 08.12.2009: Logistic Regression and LDA (3/4) [AVI, 40 MB]
- 08.12.2009: Nearest Neighbor and Kernel Methods (1/2) [AVI, 52 MB]
- 09.12.2009: Nearest Neighbor and Kernel Methods (2/2) [AVI, 28 MB]
- 16.12.2009: Decision Trees (1/4) [AVI, 95 MB]
- 05.01.2009: Decision Trees (2/4) [AVI, 105 MB]
- 06.01.2009: Decision Trees (3/4) [AVI, 103 MB]
- 12.01.2010: Decision Trees (4/4) [AVI, 36 MB]
- 12.01.2010: Support-Vector Machines (1/2) [AVI, 56 MB]
- 13.01.2010: Support-Vector Machines (2/2) [AVI, 98 MB]