Online Course Catalog
CEE 492 ONL - Data Science for CEE
|Data Science for CEE||ONL||77427||ONL||3||-|| Christopher Tessum|
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.
3 or 4 hours
- Civil and Environmental Engineering