Understanding how the brain works is one of the fundamental challenges in science today. This course will introduce you to basic computational techniques for analyzing, modeling, and understanding the behavior of cells and circuits in the brain.
Learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself.
Learn the fundamentals of digital signal processing theory and discover the myriad ways DSP makes everyday life more productive and fun.
Investigate the flexibility and power of project-oriented computational analysis, and enhance communication of information by creating visual representations of scientific data.
In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.
Ce cours contient les 7 premiers chapitres d'un cours donné aux étudiants bachelor de l'EPFL.