Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.
- Professor: Pascal Fua
- Teacher: Ahmed Ahres
- Teacher: Okan Altingövde
- Teacher: Jan Bednarík
- Teacher: Róger Bermúdez Chacón
- Teacher: Patrick Winfried Josef Ebel
- Teacher: Sena Kiciroglu
- Teacher: Weizhe Liu
- Teacher: Edoardo Remelli
- Teacher: Vidit Vidit
Le but du cours de physique générale est de donner à l'étudiant les notions de base nécessaires à la compréhension des phénomènes physiques. L'objectif est atteint lorsque l'étudiant est capable de prévoir quantitativement les conséquences de ces phénomènes avec des outils théoriques appropriés.
- Professor: Jean-Philippe Brantut
- Teacher: Kevin Etienne Robert Roux
See also http://lara.epfl.ch/w/teaching
Computer Language Processing presents algorithms, tools, and theory for automatically processing computer languages. These include in particular programming languages, so the course covers the topic of construction of interpreters and compilers. At the same time, it studies more broadly the concept of processing formal languages, such as regular and context-free languages.
- Professor: Viktor Kuncak
- Teacher: Romain Edelmann
- Teacher: Manos Koukoutos
- Teacher: Karine Perrard
- Teacher: Georg Stefan Schmid
With this course, you will acquire the basic knowledge of the Internet architecture and of its evolution. You will also understand the internals of the Internet protocols. In addition, you will be able to design and code your own TCP/IP applications and protocols and to solve simple configuration and performance problems that may arise in practice.
- Professor: Katerina Argyraki
- Teacher: Alexandre François Jean-Pierre Chambet
- Teacher: Georgia Fragkouli
- Teacher: Guillaume Valentin Michel
- Teacher: Thanh Tam Nguyen
- Teacher: Pavlos Nikolopoulos
- Teacher: Luis David Pedrosa
- Teacher: Mia Primorac
- Teacher: Benno Schneeberger
- Teacher: Utku Sirin
- Teacher: Gerald Sula
- Teacher: Jimi Vaubien
- Teacher: Yann Vonlanthen
- Teacher: Philippe Weier
- Professor: Eytan Zysman
- Professor: Eytan Zysman
- Professor: Jean-Dominique Decotignie
- Teacher: Jasmina Malicevic
- Professor: Matthias Grossglauser
- Teacher: Victor Kristof
- Teacher: Lucas Maystre
- Teacher: Aswin Suresh
- Teacher: William Trouleau
- Professor: Patrick Thiran
- Teacher: Mladen Dimovski
- Teacher: Victor Kristof
- Teacher: William Trouleau