BIO-465: Biological modeling of neural networksIn this course we study mathematical models of neurons and neuronal networks in the context of biology and establish links to models of cognition. The focus is on brain dynamics approximated by determ
CIVIL-351: Transportation systems engineering I
- Introduce the major elements of transportation systems and create awareness of the broader context
- Develop basic skills in applying the fundamentals of the transportation field
- Understand the ke
MATH-425: Spatial statisticsIn this course we will focus on stochastic approaches for modelling phenomena taking place in multivariate spaces. Our main focus will be on random field models and on statistical methods for model-ba
ENV-620: Environmental Economics for EngineersEconomic analysis (supply, demand, prices, elasticities), applied to environmental issues: externalities, instruments of environmental regulation (voluntary approaches, incentive taxes, emissions mark
CIVIL-352: Transportation systems engineering IICreating performing infrastructures for transport systems have to consider effects and impacts on environment and safety. Managing transport systems and considering maintenance work impact the choices
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,
MATH-435: Bayesian ComputationThis course aims at giving a broad overview of Bayesian inference, highlighting how the basic Bayesian paradigm proceeds, and the various methods that can be used to deal with the computational issues
MATH-455: Combinatorial statisticsThe class will cover statistical models and statistical learning problems involving discrete structures. It starts with an overview of basic random graphs and discrete probability results. It then cov
CS-116: Project in InformaticsOn 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
COM-503: Performance evaluationIn this course you will learn the methods and techniques that are used to perform a good performance evaluation during a research or development project.
