Applied Data Science in Civil and Environmental Engineering

Catalog description

Introduces the workflows of data science applications, covering the state-of-art techniques in data acquisition, data processing and management, analytics and modeling, and visualization. Critical application of data science concepts and techniques in complex socioeconomic and environmental contexts. Basics of problem formulation and major ethical considerations of applying data science in practice.