{"product_id":"primer-on-machine-learning-applications-in-civil-engineering","title":"Primer on Machine Learning Applications in Civil Engineering","description":"\u003cp\u003eMachine 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.\u003c\/p\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eExclusive information on machine learning and data analytics applications with respect to civil engineering \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes many machine learning techniques in numerous civil engineering disciplines \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides ideas on how and where to apply machine learning techniques for problem solving \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems \u003c\/li\u003e \u003cli\u003eIncludes MATLAB® exercises\u003c\/li\u003e \u003c\/ul\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45588806041838,"sku":"9781138323391","price":155.2,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9781138323391.jpg?v=1721213938","url":"https:\/\/bookland.com.au\/products\/primer-on-machine-learning-applications-in-civil-engineering","provider":"Book Land AU","version":"1.0","type":"link"}