MATH-414: Stochastic simulationThe student who follows this course will get acquainted with computational tools used to analyze systems with uncertainty arising in engineering, physics, chemistry, and economics. Focus will be on s
FIN-417: Quantitative risk managementThis course is an introduction to quantitative risk management that covers standard statistical methods, multivariate risk factor models, non-linear dependence structures (copula models), as well as p
FIN-423: Financial machine learning projectsThe objective of this course is to acquire experience in financial machine learning by solving real-world problems. Different groups of students will work on different industry projects during the sem
HUM-471: Economic growth and sustainability IThis course examines growth from various angles: economic growth, growth in the use of resources, need for growth, limits to growth, sustainable growth, and, if time permits, population growth and gro
HUM-279: Learning and collaboration in projectsComment apprendre les compétences cognitives et collaboratives nécessaires aux projets ? Ce cours est une exploration active des bases théoriques et pratiques des modèles, contextes et outils de la pé
AR-449: Architecture and Solar energyCe cours vise à donner aux architectes les connaissances et le regard critique nécessaires à utiliser des technologies et stratégies solaires adaptés (passives et actives, hivernales et estivales) dan
CS-439: Optimization for machine learningThis course teaches an overview of modern optimization methods, for applications in machine learning and data science. In particular, scalability of algorithms to large datasets will be discussed in t
