DATA SCIENCE FOR CIVIL ENGINEERING A BEGINNERS GUIDE (HB 2023) Hardcover

This book provides a comprehensive guide to applying data science techniques for modeling and solving intricate problems within civil engineering. It addresses critical civil engineering challenges, including air, water, and land pollution, the climate crisis, transportation infrastructure, traffic patterns, travel options, and mobility services. Organized into two distinct sections, the first part lays the essential groundwork by explaining the fundamentals of data science and the necessary mathematical concepts. The second part then delves into relevant applications across various civil engineering disciplines, such as structural and environmental engineering, construction management, and transportation.