Online Course Catalog

CEE 498 MLO - Machine Learning in CEE

Spring 2023

Machine Learning in CEEMLO59147E24 -    Hadi Meidani
Vincent Zhong

Course Description

This course focuses on the theory and mathematical foundations behind advanced machine learning methods, and their applications on CEE problems. Topics include regression, Bayesian inference, deep neural networks, physics-based deep learning, and Gaussian Processes. Prerequisite: CEE 498 Data Science for CEE Restricted to online non-degree, online MCS, online MSAE, online MSME, and online MSCE students.

Credit Hours

4 hours

Subject Area

  • Civil and Environmental Engineering