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 English | 2022 | ISBN: 1032306289 | 405 pages | True PDF | 13.4 MB Entropy Randomization in Machine Learning presents a new approach to machine learning—entropy randomization—to obtain optimal solutions under uncertainty (uncertain data and models of the objects under study). Randomized machine-learning procedures involve models with random parameters and maximum entropy estimates of the probability density functions of the model parameters under balance conditions with measured data. Optimality conditions are derived in the form of nonlinear equations with integral components. A new numerical random search method is developed for solving these equations in a probabilistic sense. Along with the theoretical foundations of randomized machine learning, Entropy Randomization in Machine Learning considers several applications to binary classification, modelling the dynamics of the Earth's population, predicting seasonal electric load fluctuations of power supply systems, and forecasting the thermokarst lakes area in Western Siberia.  English | 2022 | ISBN: 1803238968 | 198 pages | True PDF EPUB | 15.3 MB Get to grips with UmiJS and build professional web applications with the help of step-by-step explanations and hands-on examples  English | 2022 | ISBN: 1803232978 | 587 pages | True PDF EPUB | 47.04 MB A comprehensive guide to every important component of C# and .NET 6 required to build robust enterprise web applications  English | 2021 | ISBN: 0760369283 | 103 pages | True EPUB | 5.16 MB This informative reference meets tasting journal teaches spirit enthusiasts how to deeply appreciate drinking rum of all kinds.  English | 2021 | ISBN: 0760369267 | 87 pages | True EPUB | 4.88 MB This informative reference meets tasting journal is your essential guide to the pleasure and versatility of this well-loved, globally sought-after spirit.  English | 2021 | ISBN: 1138841951 | 215 pages | True PDF | 15.62 MB English-French Translation: A Practical Manual allows advanced learners of French to develop their translation and writing skills. This book provides a deeper understanding of French grammatical structures, the nuances of different styles and registers and helps increase knowledge of vocabulary and idiomatic language.  English | 2022 | ISBN: 311066531X | 404 pages | True PDF EPUB | 10.26 MB This revised and updated 3rd edition of Engineering Risk Management (ERM) presents an understanding and insights into what risk is, what constitutes it and how to interpret the building blocks of the concept. The book also elaborates on the differences between safety and security, and risk management metaphors. Models, theories and principles are discussed, as well as risk assessment methods, risk treatment, risk resilience and micro-economic approaches to optimizing risk decision-making. Some iconic major accidents are explained, followed by examples of practical implementation of ERM in chemistry, physics, and nanotechnology.  English | 2022 | ISBN: 978-1633439863 | 194 pages | True PDF | 19.18 MB Design systems optimized for deep learning models. Written for software engineers, this book teaches you how to implement a maintainable platform for developing deep learning models.  English | 2020 | ISBN: 1624105157 | 957 pages | True PDF | 54.5 MB Engineering Computations and Modeling in MATLAB®/Simulink®, Second Edition provides a broad overview of The MathWorks' MATLAB®/Simulink®/GUIDE development and modeling environment. This textbook shows how to use these software tools effectively in a variety of engineering applications, including modeling real-world dynamic systems. This book is used as a textbook by undergraduate and graduate students taking both introductory and advanced courses in applied programming, and also as a reference for working professionals using MATLAB®/Simulink®.  English | 2022 | ISBN: 012819202X | 512 pages | True pdf, epub | 11 MB Engaging Boys and Men in Sexual Assault Prevention: Theory, Research and Practice explores sexual assault prevention programs for boys and men. Following an ecosystemic perspective, the book examines individual risk and protective factors, discusses initiatives to prevent sexual aggression (i.e., bystander intervention programs, given their use among men), covers programs that specifically seek to engage boys and men in sexual assault prevention, presents key risk and protective factors for sexual aggression (i.e., healthy masculinity, rape myth acceptance), and describes the need and rationale for sexual assault prevention efforts. |
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