MATH-413: Statistics for data scienceStatistics lies at the foundation of data science, providing a unifying theoretical and methodological backbone for the diverse tasks enountered in this emerging field. This course rigorously develops
MATH-442: Statistical theory-This course gives a mostly rigourous treatment of some statistical methods outside the context of standard likelihood theory.
CS-433: Machine learningMachine 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
FIN-420: Financial intermediationThis course provides a theoretical and practical overview of what financial institutions do, how they manage their risks, and how they are regulated. The course also discusses the causes and effects o
MGT-201: Introduction to entrepreneurshipThis course provides an introduction to the field of entrepreneurship, in particular the process of new venture creation and the commercialization of technologies. It integrates theories of entreprene
ENG-474: Impact studiesPrésentation des bases des études d'impact, du contexte et des outils d'évaluation de chacun des sujets et des chapitres. Illustration par de nombreux cas réels, et par un travail de groupe. Discussio
CS-233(a): Introduction to machine learning (BA3)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
HUM-367: Risk governanceLe cours étudie les risques et bénéfices liés aux nouvelles technologies, en appliquant les principes de la gouvernance des risques. Il discute en particulier l'importance des approches interdisciplin
CIVIL-441: Water ressources managementL'ensemble des problématiques liées à l'eau est présenté afin d'avoir une vue globale de la gestion et de l'économie de cet élément essentiel à toute vie et toute activité. L'analyse des ressources et