MATH-496: Computational linear algebraThis is an introductory course to the concentration of measure phenomenon - random functions that depend on many random variables tend to be often close to constant functions.
MSE-464: Assembly techniquesIntroduction to the assembly of materials by homogeneous or heterogeneous joints (welding, bonding, mechanical assembly). Mechanical and environmental resistance of joints.
MATH-486: Statistical mechanics and Gibbs measuresThis course provides a rigorous introduction to the ideas, methods and results of classical statistical mechanics, with an emphasis on presenting the central tools for the probabilistic description of
MSE-433: Towards sustainable materialsThis course will address and model key sustainability issues through an engineering lens. It will examine emerging materials, hard to abate, and critical materials used to manufacture items in our eco
PHYS-337: Solid state physicsCe cours donne une introduction à la Physique du solide, notamment à la structure cristalline, aux vibrations du
réseau, aux propriétés électroniques, de transport thermique et électrique, ainsi qu'au
EE-613: Machine Learning for EngineersThe objective of this course is to give an overview of machine learning techniques used for real-world applications, and to teach how to implement and use them in practice. Laboratories will be done i
CS-552: Modern natural language processingNatural language processing is ubiquitous in modern intelligent technologies, serving as a foundation for language translators, virtual assistants, search engines, and many more. In this course, stude
MATH-562: Statistical inferenceInference from the particular to the general based on probability models is central to the statistical method. This course gives a graduate-level account of the main ideas of statistical inference.
