Download or read book Civil Engineering Learning Technology written by Robert Mitchell Lloyd and published by Thomas Telford. This book was released on 1999 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of civil engineering offers specific challenges to the higher education sector. Civil engineerings blend of management design and analysis requires people with a combination of academic and experimental knowledge and skill-based abilities.This volume brings together papers by leading practitioners in the field of learning technology, within the discipline of civil engineering, to facilitate the sharing of experience, knowledge and expertise.
Download or read book Probabilistic Machine Learning for Civil Engineers written by James-A. Goulet and published by MIT Press. This book was released on 2020-04-14 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and professionals; with many step-by-step examples, illustrations, and exercises. This book introduces probabilistic machine learning concepts to civil engineering students and professionals, presenting key approaches and techniques in a way that is accessible to readers without a specialized background in statistics or computer science. It presents different methods clearly and directly, through step-by-step examples, illustrations, and exercises. Having mastered the material, readers will be able to understand the more advanced machine learning literature from which this book draws. The book presents key approaches in the three subfields of probabilistic machine learning: supervised learning, unsupervised learning, and reinforcement learning. It first covers the background knowledge required to understand machine learning, including linear algebra and probability theory. It goes on to present Bayesian estimation, which is behind the formulation of both supervised and unsupervised learning methods, and Markov chain Monte Carlo methods, which enable Bayesian estimation in certain complex cases. The book then covers approaches associated with supervised learning, including regression methods and classification methods, and notions associated with unsupervised learning, including clustering, dimensionality reduction, Bayesian networks, state-space models, and model calibration. Finally, the book introduces fundamental concepts of rational decisions in uncertain contexts and rational decision-making in uncertain and sequential contexts. Building on this, the book describes the basics of reinforcement learning, whereby a virtual agent learns how to make optimal decisions through trial and error while interacting with its environment.
Download or read book Transforming Engineering Education written by Ivan Mutis and published by . This book was released on 2018 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The collection brings together new approaches to research in the use of computer-mediated learning technologies in civil engineering education.
Download or read book Compendium of Civil Engineering Education Strategies written by Hudson Jackson and published by CRC Press. This book was released on 2022-06-07 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles proven strategies and information on civil engineering education and the skills necessary for successful practice of civil engineering such as critical thinking, design thinking, leadership, and communication skills. It also addresses other relevant topics including professional ethics, global perspectives, assessment, recruitment, retention, and more. It is designed so that each chapter can be used separately or in combination with other chapters to help enhance and foster student learning as well as development of skills required for engineering practice. Features Includes overviews of successful academic approaches for each topic including implementation examples in every chapter Explains how assessment and the resulting data can be used for holistic evaluation and improvement of student learning Addresses the complexities of moral and professional ethics in engineering Highlights the importance of adopting a global perspective and the successful strategies that have been used or considered in educating resilient, globally minded engineers Compendium of Civil Engineering Education Strategies: Case Studies and Examples serves as a useful guide for engineering faculty, practitioners, and graduate students considering a career in academia. Academic faculty and working professionals will find the content helpful as instructional and reference material in developing and assessing career skills. It is also useful for intellectually curious students who want a deeper understanding and appreciation of the need for professional development and life-long learning.
Download or read book A Primer on Machine Learning Applications in Civil Engineering written by Paresh Chandra Deka and published by CRC Press. This book was released on 2019-10-28 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Compendium of Civil Engineering Education Strategies written by Hudson Jackson and published by CRC Press. This book was released on 2022-06-08 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles the latest strategies and information regarding civil engineering education, and the skills necessary for success that are tangential to engineering, including global perspectives, critical and design thinking skills, leadership skills, assessment, recruitment, retention, and more. It is designed so that each chapter can be used separately or in combination with other chapters to help enhance and foster student learning as well as promote the development of skills required for engineering practice. Features Includes overviews of successful academic approaches for each topic including implementation examples in every chapter Explains how assessment and the resulting data can be used for holistic evaluation and improvement of student learning Addresses the complexities of moral and professional ethics in engineering Highlights the importance of adopting a global perspective and the successful strategies that have been used or considered in educating resilient, globally minded engineers Compendium of Civil Engineering Education Strategies: Case Studies and Examples serves as a useful guide for engineering faculty, practitioners, and graduate students considering a career in academia. Academic faculty and working professionals will find the content helpful as instructional and reference material in developing and assessing career skills. It is also useful for intellectually curious students who want a deeper understanding and appreciation of the need for professional development and life-long learning.
Download or read book Civil Engineering Body of Knowledge for the st Century written by and published by . This book was released on 2004 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Probabilistic Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2022-03-01 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach.
Download or read book Engineering Education written by National Research Council and published by National Academies Press. This book was released on 1995-07-30 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditionally, engineering education books describe and reinforce unchanging principles that are basic to the field. However, the dramatic changes in the engineering environment during the last decade demand a paradigm shift from the engineering education community. This revolutionary volume addresses the development of long-term strategies for an engineering education system that will reflect the needs and realities of the United States and the world in the 21st century. The authors discuss the critical challenges facing U.S. engineering education and present a plan addressing these challenges in the context of rapidly changing circumstances, technologies, and demands.
Download or read book Advances in Information Technology in Civil and Building Engineering written by Sebastian Skatulla and published by Springer Nature. This book was released on 2023-08-29 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 19th International Conference on Computing in Civil and Building Engineering (ICCCBE), held in Cape Town, South Africa on October 26-28, 2022. It covers highly diverse topics such as BIM, construction information modeling, knowledge management, GIS, GPS, laser scanning, sensors, monitoring, VR/AR, computer-aided construction, product and process modeling, big data and IoT, cooperative design, mobile computing, simulation, structural health monitoring, computer-aided structural control and analysis, ICT in geotechnical engineering, computational mechanics, asset management, maintenance, urban planning, facility management, and smart cities. Written by leading researchers and engineers, and selected by means of a rigorous international peer-review process, the contributions highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaborations.
Download or read book Engineering Education written by and published by . This book was released on 1913 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book eWork and eBusiness in Architecture Engineering and Construction written by Karsten Menzel and published by CRC Press. This book was released on 2010-09-01 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 1994, the European Conference on Product and Process Modelling has provided a discussion platform for research and development in Architecture, Engineering, Construction and Facilities Management sectors.eWork and eBusiness in Architecture, Engineering and Construction 2010 provides strategic knowledge on the achievements and trends in resear
Download or read book Computing in Civil Engineering written by Ioannis Brilakis and published by ASCE Publications. This book was released on 2013 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering.
Download or read book Intelligent Computing in Engineering and Architecture written by Ian F.C. Smith and published by Springer Science & Business Media. This book was released on 2006-10-02 with total page 703 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 13th Workshop of the European Group for Intelligent Computing in Engineering and Architecture, EG-ICE 2006, held in Ascona, Switzerland in June 2006. The 59 revised full papers were carefully reviewed and selected from numerous submissions for inclusion in the book. All issues of advanced informatics are covered including a range of techniques.
Download or read book Teaching and Learning with Technology written by Roberto Dillon and published by World Scientific. This book was released on 2016 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is the conference proceedings for the 2015 Global Conference on Teaching and Learning with Technology (CTLT 2015), hosted by Aventis School of Management, Singapore. It includes papers by a group of international academics and researchers. It covers the most interesting ideas and applications related to the innovative use of technology within different learning environments."--
Download or read book Information Technology for Construction Managers Architects and Engineers written by Trefor Williams and published by Cengage Learning. This book was released on 2007 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Construction managers, architects, and civil engineers are working in an environment of rapidly changing and improving information technologies. This handy manual explores the entire spectrum of IT applications in construction, from traditional computer applications to emerging Web-based and mobile technologies. Information can be applied to firms of all sizes and features suggestions for IT solutions that can be implemented for complex projects as well as small, low cost ventures. Estimating, scheduling, web logs, project web portals, content management systems, document management systems, 4D CAD, mobile and field computing, and wireless computing are all discussed. Check out our app, DEWALT® Mobile Pro(tm). This free app is a construction calculator with integrated reference materials and access to hundreds of additional calculations as add-ons. To learn more, visit dewalt.com/mobilepro.
Download or read book Engineering Education written by American Society for Engineering Education and published by . This book was released on 1896 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt:
