Primer on Machine Learning Applications in Civil Engineering

Features

• Exclusive information on machine learning and data analytics applications with respect to civil engineering
• Includes many machine learning techniques in numerous civil engineering disciplines
• Provides ideas on how and where to apply machine learning techniques for problem solving
• Covers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems
• Includes MATLAB® exercises