CEM-4644: Artificial Intelligence for Design, Construction, and Operations

Description: Evaluate the basic concepts and computational tools of artificial intelligence (AI), machine learning, and deep learning in the architecture, engineering, and construction (AEC) industry. Appraise the history and potential to improve automation, digitalization, and diversity and inclusion in the industry. Develop practical expertise in formulating, deploying, and evaluating deep learning models, including convolutional neural networks, pretrained computer vision models, sequential models, and generative AI, through hands-on projects such as infrastructure health monitoring, safety management, and building energy consumption prediction. Foster real-world application of knowledge through project-based learning.

Pathways: N/A

Course Hours: 3 credits

Corequisites: N/A

Crosslist: N/A

Repeatability: N/A