PHYS-203: Computational physics IAborder, formuler et résoudre des problèmes de physique en utilisant des méthodes numériques simples. Comprendre les avantages et les limites de ces méthodes (stabilité, convergence). Illustrer différ
CS-233(b): Introduction to machine learning (BA4)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, analy
AR-302(ai): Studio BA6 (Shahbazi)The studio of Shirana Shahbazi asks how we can imagine, reflect and depict the intangible qualities of the city and spaces. It is an attempt to shift the centre of attention and rethink value. We will
AR-402(ai): Studio MA2 (Shahbazi)The studio of Shirana Shahbazi asks how we can imagine, reflect and depict the intangible qualities of the city and spaces. It is an attempt to shift the centre of attention and rethink value. We will
MATH-495: Mathematical quantum mechanicsQuantum mechanics is one of the most successful physical theories. This course presents the mathematical formalism (functional analysis and spectral theory) that underlies quantum mechanics. It is sim
PENS-221: Making the campus of tomorrowThe EPFL-UNIL campus is today at the heart of an intense institutional reflection on its future. The ENAC week aims to carry out specific operational proposals for the campus starting from a reflectio
CS-422: Database systemsThis course is intended for students who want to understand modern large-scale data analysis systems and database systems. It covers a wide range of topics and technologies, and will prepare students
MGT-492: Data science and machine learning IThis class provides a hands-on introduction to data science and machine learning topics, exploring areas such as data acquisition and cleaning, regression, classification, clustering, neural networks,
