In charge of practical workshops of the subject ARTIN (Tps).

Topics:

A) Currents and concepts in machine learning - Probabilistic supervised classification - Data representation and dimensionality reduction - Evaluation measures - Variable selection - Linear classification - Support Vector Machines (SVM) - Decision trees and drills - Neural networks - Introduction to deep learning.