What Every Engineer Should Know About Data Driven Analytics
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What Every Engineer Should Know About Data Driven Analytics
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Author : Satish Mahadevan Srinivasan
language : en
Publisher: CRC Press
Release Date : 2023-04-13
What Every Engineer Should Know About Data Driven Analytics written by Satish Mahadevan Srinivasan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-13 with Computers categories.
What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the theoretical concepts and approaches of machine learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited to build models to enable decision making in different domains. Utilizes practical examples from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making Introduces various approaches to build models that exploits different algorithms Discusses predictive models that can be built through machine learning and used to mine patterns from large datasets Explores the augmentation of technical and mathematical materials with explanatory worked examples Includes a glossary, self-assessments, and worked-out practice exercises Written to be accessible to non-experts in the subject, this comprehensive introductory text is suitable for students, professionals, and researchers in engineering and data science.
What Every Engineer Should Know About Data Driven Analytics
DOWNLOAD
Author : Satish Mahadevan Srinivasan
language : en
Publisher: CRC Press
Release Date : 2023-04-13
What Every Engineer Should Know About Data Driven Analytics written by Satish Mahadevan Srinivasan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-13 with Computers categories.
What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the theoretical concepts and approaches of machine learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited to build models to enable decision making in different domains. Utilizes practical examples from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making Introduces various approaches to build models that exploits different algorithms Discusses predictive models that can be built through machine learning and used to mine patterns from large datasets Explores the augmentation of technical and mathematical materials with explanatory worked examples Includes a glossary, self-assessments, and worked-out practice exercises Written to be accessible to non-experts in the subject, this comprehensive introductory text is suitable for students, professionals, and researchers in engineering and data science.
Reliability And Risk Analysis
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Author : Mohammad Modarres
language : en
Publisher: CRC Press
Release Date : 2023-04-26
Reliability And Risk Analysis written by Mohammad Modarres and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-26 with Mathematics categories.
Completely updated for a new edition, this book introduces reliability and risks analysis, for both practicing engineers and engineering students at the undergraduate and graduate levels. Since reliability analysis is a multidisciplinary subject, this book draws together a wide range of topics and presents them in a way that applies to most engineering disciplines. Reliability and Risk Analysis, Second Edition, emphasizes an introduction and explanation of the practical methods used in reliability and risk studies, with a discussion of their uses and limitations. It offers basic and advanced methods in reliability analysis that are commonly used in daily practice and provides methods that address unique topics such as dependent failure analysis, importance analysis, and analysis of repairable systems. The book goes on to present a comprehensive overview of modern probabilistic life assessment methods such as Bayesian estimation, system reliability analysis, and human reliability. End-of-chapter problems and a solutions manual are available to support any course adoptions. This book is refined, simple, and focuses on fundamentals. The audience is the beginner with no background in reliability engineering and rudimentary knowledge of probability and statistics. It can be used by new practitioners, undergraduates, and first-year graduate students.
Object Oriented Requirements Analysis And Logical Design
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Author : Donald G. Firesmith
language : en
Publisher:
Release Date : 1993-02-03
Object Oriented Requirements Analysis And Logical Design written by Donald G. Firesmith and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-02-03 with Computers categories.
Using a rigorous, technical approach, it is written by a leader in the field who has developed his own object-oriented design techniques. Covers object-oriented design of software from requirements analysis to design, principles that can be applied for all types of software ranging from large to extremely complex to real time systems. The methods discussed can be used with either object-oriented or object-based language. Contains a copious amount of practical examples.
Proceedings Of The Asme Design Engineering Technical Conferences
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Author :
language : en
Publisher:
Release Date : 2000
Proceedings Of The Asme Design Engineering Technical Conferences written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computer-aided design categories.
Engineering Education
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Author : American Society for Engineering Education
language : en
Publisher:
Release Date : 1961
Engineering Education written by American Society for Engineering Education and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1961 with Engineering categories.
Scientific American
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Author :
language : en
Publisher:
Release Date : 1874
Scientific American written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1874 with Science categories.
Safety Engineering And Risk Analysis
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Author :
language : en
Publisher:
Release Date : 1993
Safety Engineering And Risk Analysis written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Industrial safety categories.
1994 Tutorial And Workshop On Systems Engineering Of Computer Based Systems
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Author : Harold W. Lawson
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1994
1994 Tutorial And Workshop On Systems Engineering Of Computer Based Systems written by Harold W. Lawson and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.
Engineering News And American Contract Journal
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Author :
language : en
Publisher:
Release Date : 1876
Engineering News And American Contract Journal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1876 with Engineering categories.