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
- Professor: Mathieu Salzmann
- Teacher: Ahmed Ahres
- Teacher: Okan Altingövde
- Teacher: Jan Bednarík
- Teacher: Róger Bermúdez Chacón
- Teacher: Patrick Winfried Josef Ebel
- Teacher: Shuxuan Guo
- Teacher: Sena Kiciroglu
- Teacher: Weizhe Liu
- Teacher: Krishna Kanth Nakka
- 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: Victor Youri Helson
- Teacher: Kevin Etienne Robert Roux
- Lecturer: Mirjana Stojilovic
- Teaching assistant: Mikhail Asiatici
- Teaching assistant: Aurélien Bloch
- Teaching assistant: Ognjen Glamocanin
- Teaching assistant: Seyedeh Sharareh Mirzargar
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.
- Viktor: Viktor Kuncak
- PhD Assistant: Romain Edelmann
- PhD Assistant: 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: Jérémy Bensoussan
- Teacher: Maxence Louis Jean Courtet
- Teacher: Damian Dudzicz
- Teacher: Céline Dupuy
- Teacher: Marc Fabien Egli
- Teacher: Georgia Fragkouli
- Teacher: André Adel Alphonse Ghattas
- Teacher: Nicolas Jimenez
- Teacher: Guillaume Valentin Michel
- Teacher: Pavlos Nikolopoulos
- Teacher: Mia Primorac
- Teacher: Syed Mohammad Aunn Raza
- Teacher: Thomas Jacques Alexandre Rivasseau
- Teacher: Zeinab Shmeis
- Teacher: Panagiotis Sioulas
- Teacher: Utku Sirin
- Teacher: Lua Streit
- Teacher: Yann Vonlanthen
- Teacher: Philippe Weier
- Professor: Eytan Zysman
- Professor: Eytan Zysman
- Professor: Jean-Dominique Decotignie
- Teacher: Laurent Bindschaedler
- Professor: Patrick Thiran
- Teacher: Mladen Dimovski
- Teacher: Victor Kristof
- Teacher: William Trouleau