Engineers Build Models PDF Download
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Author | : Reagan Miller |
Publisher | : What Engineers Do |
Total Pages | : 24 |
Release | : 2020-08 |
Genre | : Juvenile Nonfiction |
ISBN | : 9781510554177 |
Download How Engineers Build Models Book in PDF, ePub and Kindle
Did you know that engineers use models to communicate their ideas to others? A model is a representation of a real object. Learn more in How Engineers Build Models, a title in the What Engineers Do series.
Author | : Reagan Miller |
Publisher | : |
Total Pages | : 0 |
Release | : 2014 |
Genre | : Engineering |
ISBN | : 9781338054675 |
Download Engineers build models Book in PDF, ePub and Kindle
Describes how engineers use models to help them build planes, automobiles, houses, and other structures, and discusses the different kinds of models.
Author | : Emmanuel Raj |
Publisher | : Packt Publishing Ltd |
Total Pages | : 370 |
Release | : 2021-04-19 |
Genre | : Computers |
ISBN | : 1800566328 |
Download Engineering MLOps Book in PDF, ePub and Kindle
Get up and running with machine learning life cycle management and implement MLOps in your organization Key FeaturesBecome well-versed with MLOps techniques to monitor the quality of machine learning models in productionExplore a monitoring framework for ML models in production and learn about end-to-end traceability for deployed modelsPerform CI/CD to automate new implementations in ML pipelinesBook Description Engineering MLps presents comprehensive insights into MLOps coupled with real-world examples in Azure to help you to write programs, train robust and scalable ML models, and build ML pipelines to train and deploy models securely in production. The book begins by familiarizing you with the MLOps workflow so you can start writing programs to train ML models. Then you'll then move on to explore options for serializing and packaging ML models post-training to deploy them to facilitate machine learning inference, model interoperability, and end-to-end model traceability. You'll learn how to build ML pipelines, continuous integration and continuous delivery (CI/CD) pipelines, and monitor pipelines to systematically build, deploy, monitor, and govern ML solutions for businesses and industries. Finally, you'll apply the knowledge you've gained to build real-world projects. By the end of this ML book, you'll have a 360-degree view of MLOps and be ready to implement MLOps in your organization. What you will learnFormulate data governance strategies and pipelines for ML training and deploymentGet to grips with implementing ML pipelines, CI/CD pipelines, and ML monitoring pipelinesDesign a robust and scalable microservice and API for test and production environmentsCurate your custom CD processes for related use cases and organizationsMonitor ML models, including monitoring data drift, model drift, and application performanceBuild and maintain automated ML systemsWho this book is for This MLOps book is for data scientists, software engineers, DevOps engineers, machine learning engineers, and business and technology leaders who want to build, deploy, and maintain ML systems in production using MLOps principles and techniques. Basic knowledge of machine learning is necessary to get started with this book.
Author | : William L. Chapman |
Publisher | : CRC Press |
Total Pages | : 400 |
Release | : 2018-02-06 |
Genre | : Technology & Engineering |
ISBN | : 1351450956 |
Download Engineering Modeling and Design Book in PDF, ePub and Kindle
Engineering Modeling and Design is a comprehensive systems engineering text that focuses on systematic principles for designing systems. Concurrent engineering, which requires that from the very start of a project all players (e.g., engineering, maintenance, marketing, customers) are involved as all facets of the system life cycle are considered, is skillfully illustrated through the use of two major case studies. The text describes how a product design proceeds parallel to the process design, explains key duties of systems engineers throughout the product life cycle, and examines the process of system design in terms of life cycle requirements. Projects and problems are presented throughout the text. A homework solutions/instructor's manual is available from the publisher upon request. Engineering Modeling and Design is an excellent text for engineering design courses in industry and upper division courses on concurrent engineering or total quality management.
Author | : Bill Addis |
Publisher | : John Wiley & Sons |
Total Pages | : 70 |
Release | : 2020-11-02 |
Genre | : Technology & Engineering |
ISBN | : 3433032572 |
Download Physical Models Book in PDF, ePub and Kindle
Physical models have been, and continue to be used by engineers when faced with unprecedented challenges, when engineering science has been non-existent or inadequate, and in any other situation when the engineer has needed to raise their confidence in a design proposal to a sufficient level to begin construction. For this reason, models have mostly been used by designers and constructors of highly innovative projects, when previous experience has not been available. The book covers the history of using of physical models in the design and development of civil and building engineering projects including bridges in the mid-18th century, William Fairbairn?s Britannia bridge in the 1840s, the masonry Aswan Dam in the 1890s, concrete dams in the 1920s, thin concrete shell roofs and the dynamic behaviour of tall buildings in earthquakes from the 1930s, tidal flow in estuaries and the acoustics of concert halls from the 1950s, and cable-net and membrane structures in the 1960s. Traditionally, progress in engineering has been attributed to the creation and use of engineering science, the understanding materials properties and the development of new construction methods. The book argues that the use of reduced scale models have played an equally important part in the development of civil and building engineering. However, like the history of engineering design itself, this crucial contribution has not been widely reported or celebrated. The book concludes with reviews of the current use of physical models alongside computer models, for example, in boundary layer wind tunnels, room acoustics, seismic engineering, hydrology, and air flow in buildings.
Author | : Kishor S. Trivedi |
Publisher | : Cambridge University Press |
Total Pages | : 729 |
Release | : 2017-08-03 |
Genre | : Computers |
ISBN | : 1107099501 |
Download Reliability and Availability Engineering Book in PDF, ePub and Kindle
Learn about the techniques used for evaluating the reliability and availability of engineered systems with this comprehensive guide.
Author | : F. W. David |
Publisher | : Elsevier |
Total Pages | : 200 |
Release | : 2013-10-22 |
Genre | : Technology & Engineering |
ISBN | : 1483102025 |
Download Experimental Modelling in Engineering Book in PDF, ePub and Kindle
Experimental Modelling in Engineering presents the principles of experimental modeling methodically and in such a generalized manner that they may lend themselves to application in practically all fields of technology. The book covers related topics such as modeling based on conditions of similarity; units and dimensions; the applications of homogeneity and dimensionally homogenous equations in the field; and the selection of variables in dimensional analysis. Also covered in the book are topics such as the use of models in experiments; the principle of similarity; examples in experimental modeling; and problems in dimensional analysis and model design. The text is recommended for engineers who would like to know more about the principles, concepts, behind experimental modeling, as well as its applications in engineering and other related fields.
Author | : Tubal Cain |
Publisher | : |
Total Pages | : 240 |
Release | : 1996 |
Genre | : Engineering |
ISBN | : 9781854861344 |
Download The Model Engineer's Handbook Book in PDF, ePub and Kindle
A compilation of tables, facts, procedures and data which the author found valuable in his model engineering activities.
Author | : Alexander Forrester |
Publisher | : John Wiley & Sons |
Total Pages | : 228 |
Release | : 2008-09-15 |
Genre | : Technology & Engineering |
ISBN | : 0470770791 |
Download Engineering Design via Surrogate Modelling Book in PDF, ePub and Kindle
Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some metric of a design (such as weight, aerodynamic drag, cost, etc.), which can then be optimized efficiently. Engineering Design via Surrogate Modelling is a self-contained guide to surrogate models and their use in engineering design. The fundamentals of building, selecting, validating, searching and refining a surrogate are presented in a manner accessible to novices in the field. Figures are used liberally to explain the key concepts and clearly show the differences between the various techniques, as well as to emphasize the intuitive nature of the conceptual and mathematical reasoning behind them. More advanced and recent concepts are each presented in stand-alone chapters, allowing the reader to concentrate on material pertinent to their current design problem, and concepts are clearly demonstrated using simple design problems. This collection of advanced concepts (visualization, constraint handling, coping with noisy data, gradient-enhanced modelling, multi-fidelity analysis and multiple objectives) represents an invaluable reference manual for engineers and researchers active in the area. Engineering Design via Surrogate Modelling is complemented by a suite of Matlab codes, allowing the reader to apply all the techniques presented to their own design problems. By applying statistical modelling to engineering design, this book bridges the wide gap between the engineering and statistics communities. It will appeal to postgraduates and researchers across the academic engineering design community as well as practising design engineers. Provides an inclusive and practical guide to using surrogates in engineering design. Presents the fundamentals of building, selecting, validating, searching and refining a surrogate model. Guides the reader through the practical implementation of a surrogate-based design process using a set of case studies from real engineering design challenges. Accompanied by a companion website featuring Matlab software at http://www.wiley.com/go/forrester
Author | : Dov Dori |
Publisher | : Springer |
Total Pages | : 419 |
Release | : 2016-06-01 |
Genre | : Computers |
ISBN | : 1493932950 |
Download Model-Based Systems Engineering with OPM and SysML Book in PDF, ePub and Kindle
Model-Based Systems Engineering (MBSE), which tackles architecting and design of complex systems through the use of formal models, is emerging as the most critical component of systems engineering. This textbook specifies the two leading conceptual modeling languages, OPM—the new ISO 19450, composed primarily by the author of this book, and OMG SysML. It provides essential insights into a domain-independent, discipline-crossing methodology of developing or researching complex systems of any conceivable kind and size. Combining theory with a host of industrial, biological, and daily life examples, the book explains principles and provides guidelines for architecting complex, multidisciplinary systems, making it an indispensable resource for systems architects and designers, engineers of any discipline, executives at all levels, project managers, IT professional, systems scientists, and engineering students.