Data Science for Civil Engineering A Beginner's Guide

$Data Science for Civil Engineering A Beginner\'s Guide$

This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil eeering. It discusses civil eeering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of data science and essential mathematics while the second section covers pertinent applications in structural and environmental eeering, construction management, and transportation.

Features

Details information on essential mathematics required to implement civil eeering applications using data science techniques.

Discusses broad background of data science and its fundamentals.

Focusses on structural eeering, transportation systems, water resource management, geomatics, and environmental eeering.

Includes python programming libraries to solve complex problems.

Addresses various real-world applications of data science based civil eeering use cases.

This book aims at senior undergraduate students in Civil Eeering and Applied Data Science.