ECO482H1: Machine Learning Applications in Macroeconomic Finance


This course introduces students to machine learning concepts and techniques, focusing on applications in macroeconomic finance. In the first part we review supervised and unsupervised machine-learning methods. In the second part, we focus on various questions and topics in macro-finance where the use of machine learning is increasingly common. Hands-on use of these techniques to solve economic problems in macro-finance will prepare students for more advanced machine learning courses.

CSC311H1, STA314H1, ECO481H1 (Special Topics in Economics with Data Analytics: Macroeconomic Finance with Machine Learning Applications), taken in Fall 2022 or Winter 2023.
Social Science
The Physical and Mathematical Universes (5)