The information shown below corresponds to the first part of RF. Please visit Joan Andreu Sánchez webpage for information on the second part.
Lecture slides
- Presentation [pdf][2x2.pdf]
- Introduction [pdf][2x2.pdf]
- Feature extraction [pdf][2x2.pdf]
- Probability distributions [pdf][2x2.pdf]
- Linear models [pdf][2x2.pdf] [APP pdf]
- Distance-based methods [pdf][2x2.pdf]
- Unsupervised learning [pdf][2x2.pdf]
Lab assignments
- First assignment [pdf] [Deadline: 5pm Wed 19 Oct, 2011]
- Second assignment [pdf] [Deadline: 5pm Wed 16 Nov, 2011] [Updated: 27 Oct, 2011]