This course is about learning to program well: building programs that are elegant, well tested and easy to maintain. The course is intended for students with no programming experience, but many former students who already knew how to program have said it made them better programmers.
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.
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.
Exploratory and objective data analysis methods applied to the physical, engineering, and biological sciences.
Investigate the flexibility and power of project-oriented computational analysis, and enhance communication of information by creating visual representations of scientific data.
Learn the fundamentals of digital signal processing theory and discover the myriad ways DSP makes everyday life more productive and fun.
Ce cours contient les 7 premiers chapitres d'un cours donné aux étudiants bachelor de l'EPFL.
This course delivers a systematic overview of computer vision, emphasizing two key issues in modeling vision: space and meaning.