Teaching

Department of Mechanical Engineering

This course covers the mathematical foundations of machine learning, progressing from optimization and linear regression to advanced models, including artificial neural networks, support vector machines, Gaussian processes, and reinforcement learning.

Department of Mechanical Engineering

This course is a core mathematics course for graduate students in Mechanical Engineering that covers the foundations of numerical methods.