Online Course Catalog

CEE 492 ONL - Data Science for CEE

Fall 2022

Data Science for CEEONL77427ONL3 -     Christopher Tessum

Course Description

Students will learn to leverage data to study civil and environmental engineering problems, identify patterns, and make actionable insights. This course includes training in computational thinking and exploratory data analysis; data processing techniques including singular value decomposition, principal component analysis, and Fourier and wavelet transforms; and machine learning techniques including k-means, classification trees, neural networks, and neural differential equations. Students are required to bring a laptop computer to class.

Credit Hours

3 or 4 hours


Subject Area

  • Civil and Environmental Engineering