Instructor: LLuís A. Belanche. Teaching Assistant: Alberto Gutiérrez
Location: Rooms 101 & 103 of UPC School of Mathematics and Statistics la (FME), just in front of CFIS offices.
09:30 Introduction and overview (LLuís A. Belanche)
10:00 Fitting, bias and variance
10:30 Resampling and evaluation
11.00 Linear Methods
11:30 Break
12:00 Lab: Linear methods
13:00 Lunch break
14:00 Kernel methods
15:00 Ensemble methods
16:00 Break
16:30 Lab: Kernel & Ensemble methods