Description:Artificial Intelligence (AI) is a whole new language for today's engineers to learn and apply. Machine Learning (ML), a derivative of AI, provides the civil engineering community with all new project analysis methods that overcome the many limitations of traditional methods like experiments and numerical simulations. Machine Learning: A Practical Approach for Civil Engineers introduces engineers and engineering students to the applications of AI and ML to civil engineering projects and problems. This guide presents state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain. Through real-world projects from the analysis and design of structural members to predicting water flow in pipelines, this text offers readers in-depth case studies with solved problems that are commonly faced by civil engineers. The approaches presented range from simplified to advanced methods, incorporating coding-based and non-coding-based techniques. Professional engineers and engineering students will find value in the step-by-step examples that will be accompanied by sample databases and codes for readers to practice.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Machine Learning for Civil Engineers. To get started finding Machine Learning for Civil Engineers, you are right to find our website which has a comprehensive collection of manuals listed. Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Description: Artificial Intelligence (AI) is a whole new language for today's engineers to learn and apply. Machine Learning (ML), a derivative of AI, provides the civil engineering community with all new project analysis methods that overcome the many limitations of traditional methods like experiments and numerical simulations. Machine Learning: A Practical Approach for Civil Engineers introduces engineers and engineering students to the applications of AI and ML to civil engineering projects and problems. This guide presents state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain. Through real-world projects from the analysis and design of structural members to predicting water flow in pipelines, this text offers readers in-depth case studies with solved problems that are commonly faced by civil engineers. The approaches presented range from simplified to advanced methods, incorporating coding-based and non-coding-based techniques. Professional engineers and engineering students will find value in the step-by-step examples that will be accompanied by sample databases and codes for readers to practice.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Machine Learning for Civil Engineers. To get started finding Machine Learning for Civil Engineers, you are right to find our website which has a comprehensive collection of manuals listed. Our library is the biggest of these that have literally hundreds of thousands of different products represented.