Course overview
CE-312 introduces the foundations of artificial intelligence and shows how data-driven methods can support analysis, monitoring, inspection, and decision-making in the built environment.
Learning focus
- AI and machine-learning foundations
- Engineering data and preprocessing
- Supervised and unsupervised learning
- Model evaluation and interpretation
- Computer vision for civil engineering
- Responsible use of AI in engineering
Resources
Machine Learning & Deep Learning Interactive Lab — a browser-based environment for exploring foundational concepts through direct manipulation. Materials intended only for enrolled students are distributed separately.