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Mar 22, 2026
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CIV 555 - ML and AI for Civl Engineering
This course introduces fundamental machine learning methods, including deep learning, for solving civil engineering problems. Through a combination of lectures and hands-on projects, students will learn key methods for data representation, regression, classification, and clustering. Additionally, artificial intelligence techniques such as neural networks, deep neural networks, and reinforcement learning will be introduced. The course emphasizes applications in civil engineering such as intelligent transportation systems, smart cities, water quality monitoring, structural health monitoring, construction automation, and multi-hazard assessment.
3 credits
Grading Letter graded (A, A-, B+, etc.)
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