Courses in winter term 2012/13 / Slides Machine Learning
Slides:
Overview | [PDF] | 24.10.2012 | |
Linear Regression | [PDF] | 06.11.2012 | |
Logistic Regression | [PDF] | 13.11.2012 | |
Nearest Neighbor | [PDF] | 6.12.2012 | |
Decision Trees | [PDF] | 6.12.2012 | |
Evaluation | [PDF] | 1.02.2013 | |
Support Vector Machines | [PDF] | 1.02.2013 |
Recordings:
- 06.11.2012: Linear Regression - I [AVI, 528 MB]
- 14.11.2012: Linear Regression - II [AVI, 510 MB]
- 14.11.2012: Linear Regression - III [AVI, 242 MB]
- 14.11.2012: Linear Regression - IV [AVI, 292 MB]
- 14.11.2012: Linear Regression - V [AVI, 461 MB]
- 3.12.2012: Logistic Regression - I [AVI, 500 MB]
- 3.12.2012: Logistic Regression - II [AVI, 821 MB]
- 3.12.2012: Logistic Regression - III [AVI, 556 MB]
- 14.12.2012: Nearest Neighbors - I [AVI, 556 MB]
- 14.12.2012: Nearest Neighbors - II [AVI, 718 MB]
- 14.12.2012: Nearest Neighbors - III [AVI, 563 MB]
- 1.02.2013: Decision Trees - I [AVI, 766 MB]
- 1.02.2013: Decision Trees - II [AVI, 981 MB]
- 1.02.2013: Decision Trees - III [AVI, 756 MB]
- 1.02.2013: Decision Trees - IV [AVI, 492 MB]
- 1.02.2013: Evaluation - I [AVI, 355 MB]
- 1.02.2013: Evaluation - II [AVI, 478 MB]
- 1.02.2013: Support Vector Machines - I [AVI, 390 MB]
- 1.02.2013: Support Vector Machines - II [AVI, 927 MB]
- 1.02.2013: Support Vector Machines - III [AVI, 591 MB]