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Download A Primer on Machine Learning Applications in Civil Engineering

A Primer on Machine Learning Applications in Civil Engineering High quality books

A Primer on Machine Learning Applications in Civil Engineering
By:Paresh Chandra Deka
Published on 2019-10-25 by CRC Press

Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems. The fundamentals of both theoretical and practical aspects are discussed in the domains of water resources/hydrological modeling, geotechnical engineering, construction engineering and management, and coastal/marine engineering. Complex civil engineering problems such as drought forecasting, river flow forecasting, modeling evaporation, estimation of dew point temperature, modeling compressive strength of concrete, ground water level forecasting, and significant wave height forecasting are also included. 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

This Book was ranked at 14 by Google Books for keyword engineering.

Book ID of A Primer on Machine Learning Applications in Civil Engineering's Books is -Dy5DwAAQBAJ, Book which was written byParesh Chandra Dekahave ETAG "/ww9uQDOQts"

Book which was published by CRC Press since 2019-10-25 have ISBNs, ISBN 13 Code is 9780429836657 and ISBN 10 Code is 0429836651

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Book which have "258 Pages" is Printed at BOOK under CategoryComputers

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