MEEN 423: Machine Learning for Mechanical Engineers

Course Description

Credits 3.
3 Lecture Hours.Machine learning techniques with applications to the analysis and design of mechanical, fluid, thermal, material and multidisciplinary systems; linear and kernel support vector machines; neural networks; Bayesian techniques; decision trees and random forests; dimension reduction and model selection; data management and learner validation strategies; tools and application studies.Prerequisite:Grade of C or better inMEEN 357.