Day 1: ML

Wednesday, 30th January 2019

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