Concept
Complexité en temps
Cours associés (31)
MATH-655: Advanced methods for causal inference
This course covers recent methodology for causal inference in settings with time-varying exposures (longitudinal data) and causally connected units (interference). We will consider theory for identifi
PHYS-642: Statistical physics for optimization & learning
This course covers the statistical physics approach to computer science problems, with an emphasis on heuristic & rigorous mathematical technics, ranging from graph theory and constraint satisfaction
HUM-417: Philosophical perspectives on the exact sciences I
The course considers central themes in the philosophy of science. Starting from the debate between Leibniz and Newton about space and time, we move on to the transition from classical to quantum physi
PHYS-435: Statistical physics III
This 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
MGT-418: Convex optimization
This course introduces the theory and application of modern convex optimization from an engineering perspective.
CS-433: Machine learning
Machine learning methods are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and pr
MATH-412: Statistical machine learning
A course on statistical machine learning for supervised and unsupervised learning
MATH-101(g): Analysis I
Étudier les concepts fondamentaux d'analyse et le calcul différentiel et intégral des fonctions réelles d'une variable.
PHYS-101(g): General physics : mechanics
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 pr
CS-116: Project in Informatics
On présente et on met en pratique les principes de développement en équipe d'un projet logiciel complexe en C++ à l'aide d'outils utilisés dans l'industrie.
Des exemples issus des sciences de la vie s