CEE 492

Fall 2025 All Classes

All Classes

Data Science for Civil and Environmental Engineering

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Credit: 3 OR 4 hours.

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 undergraduate hours. 4 graduate hours. Prerequisite: CS 101; CEE 202; and CEE 300, CEE 330, or CEE 360.

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CEE 492 class schedule data for fall 2025
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
77425	Lecture-Discussion	DS3	12:00PM -1:20PM	TR	3019 Civil & Envir Eng Bldg	Park, M Tessum, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Credit: 3 hours
77426	Lecture-Discussion	DS4	12:00PM -1:20PM	TR	3019 Civil & Envir Eng Bldg	Park, M Tessum, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Credit: 4 hours Restriction(s): Restricted to Graduate - Urbana-Champaign.
78538	Online	ONC	ARRANGED	n.a.	n.a.	Tessum, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Special Approval: Departmental Approval Required
77427	Online	ONL	ARRANGED	n.a.	n.a.	Tessum, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Restriction(s): Restricted to NDEG:Engineering UG ONL - UIUC, MS: Civil Engr - Online - UIUC, MS:Industrial Engr Online-UIUC, MS:Mechanical Engineerng -UIUC, MS:Env Engr CivilEngr ONL-UIUC, NDEG:Engineering GR ONL - UIUC, MS: Aerospace Engr-Online-UIUC, MENG:Mech Engineering Onl-UIUC, MENG:Elec & Comp Eng ONL -UIUC, MENG:Engr:Energy Sys Onl-UIUC, MENG:Bioeng:Gen Bioeng On-UIUC, MENG:Bioeng:Bioinstr Onl -UIUC, or MENG:Engr:AeroSys Online- UIUC.