CivE 779C
Machine Learning for Civil Engineers
Description
The course will give engineering students the necessary knowledge to develop and implement machine learning algorithms to solve their engineering problems. The course content includes: fundamentals of machine learning; supervised learning and unsupervised learning; regression and classification; practical application of machine learning to engineering problems.Learning Outcomes
Understand the fundamentals of machine learningImplement machine learning algorithms in Python
Apply machine learning techniques to engineering problems
| Lecture | Seminar | Lab | Credits | Total AU |
|---|---|---|---|---|
| 3 | 0/1 | 0/1 | 3 | 37.8 |
| M % | NS % | CS % | ES % | ED % |
|---|---|---|---|---|
None defined
None defined
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Undergraduate Program(s)
Sections & Respective Instructors
| A4 - 2025/2026 - Fall - Qipei Mei |
| A4 - 2024/2025 - Fall - Qipei Mei |
| A3 - 2023/2024 - Fall - Qipei Mei |
| B2 - 2022/2023 - Winter - Qipei Mei |