Courses in winter term 2011/12 / Slides Machine Learning
Slides:
| Overview | [PDF] | 26.10.2011 | |
| Linear Regression | [PDF] | 08.11.2011 | |
| Logistic Regression | [PDF] | 06.12.2011 | |
| Nearest Neighbor and Kernel Methods | [PDF] | 10.01.2012 | |
| Decision Trees | [PDF] | 15.01.2012 | |
| Evaluation | [PDF] | 07.02.2012 | |
| Support Vector Machines 1 | [PDF] | 08.02.2012 | |
| Support Vector Machines 2 | [PDF] | 08.02.2012 |
Recordings:
- 26.10.2011: Overview (1/2) [AVI, 313 MB]
- 02.11.2009: Overview (2/2) [AVI, 348 MB]
- 08.11.2011: Linear Regression (1/1) [AVI, 239 MB]
- 15.11.2011: Linear Regression (2/2) [AVI, 241 MB]
- 16.11.2011: Linear Regression (3/4) [AVI, 231 MB]
- 23.11.2011: Linear Regression (4/6) [AVI, 923 MB]
- 29.11.2011: Linear Regression (5/6) [AVI, 274 MB]
- 30.11.2011: Linear Regression (6/6) [AVI, 75 MB]
- 30.11.2011: Logistic Regression and LDA (1/3) [AVI, 137 MB]
- 06.12.2011: Logistic Regression and LDA (2/3) [AVI, 276 MB]
- 20.12.2011: Logistic Regression and LDA (3/3) [AVI, 255 MB]
- 10.01.2012: Nearest Neighbor and Kernel Methods (1/1) [AVI, 372 MB]
- 15.01.2012: Decision Trees (1/3) [AVI, 468 MB]
- 21.02.2012: Decision Trees (2/3) [AVI, 245 MB]
- 22.02.2012: Decision Trees (3/3) [AVI, 429 MB]
- 07.02.2012: Evaluation (1/1) [AVI, 319 MB]
- 08.02.2012: Support Vector Machines (1/1) [AVI, 496 MB]