ME-390: Foundations of artificial intelligenceThis course provides the students with 1) a set of theoretical concepts to understand the machine learning approach; and 2) a subset of the tools to use this approach for problems arising in mechanica
PHYS-435: Statistical physics IIIThis course introduces statistical field theory, and uses concepts related to phase transitions to discuss a variety of complex systems (random walks and polymers, disordered systems, combinatorial o
HUM-436: Sciences and religions ILe but de cet enseignement est de revenir sur les conditions (historiques mais aussi épistémologiques) qui ont permis aux sciences de prendre de l'autonomie par rapport à la religion.
PHYS-597: Specialisation semesterStudents have the opportunity to apply their knowledge in a project contributing to specialize them in a physics field. The project can take place in a laboratory at EPFL, in an external laboratory or
AR-401(a): Studio MA1 (Vigano)The Studio explores the evolution of Parisian landscapes facing climate change. Through a deep reading of Paris to identify the various issues linked to the socio-ecological transition and its landsca
AR-362: Theory of urbanismLe cours de Théorie de l'Urbanisme traite des modèles, projets et techniques de l'urbanisme entre XIXe et XXIe siècle, en mettant en relation discours théorique et projet, texte et image. Le projet d'
DH-500: Computational Social MediaThe course integrates concepts from media studies, machine learning, multimedia, and network science to characterize social practices and analyze content in platforms like Twitter, Instagram, YouTube,
HUM-274: Musical theory and creativityThis course provides an introduction into music theory and analysis, composition, and creativity, and combines theoretical teaching with hands-on practical exercises and music making.
