ME5310

Machine Learning Engineering Design

Infer the behavior of engineering systems using data-driven machine learning methods including dimension reduction, supervised/unsupervised learning, regression and model selection, clustering and classification, support vector machines, and neural networks and deep learning. MATLAB codes are developed and used in engineering applications. Knowledge of linear algebra and optimization is recommended.

School of Egr. and Comp. Sci.