New Optimization Algorithms in Physics, Alexander K. Hartmann
Автор: Newman Jay Название: Physics of the life sciences ISBN: 0387772588 ISBN-13(EAN): 9780387772585 Издательство: Springer Рейтинг: Цена: 8315.00 р. 11878.00-30% Наличие на складе: Есть (1 шт.) Описание: Suitable for life science students, this book integrates modern biology, biophysics and medical techniques. It helps students to focus on the physics concepts of kinematics, forces and energy without being distracted by the ideas of vector analysis. It includes worked examples and photos and line drawings.
Автор: Sundaram, Rangarajan K. Название: A First Course in Optimization Theory ISBN: 0521497701 ISBN-13(EAN): 9780521497701 Издательство: Cambridge Academ Рейтинг: Цена: 6811.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book, first published in 1996, introduces students to optimization theory and its use in economics and allied disciplines.
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Автор: Muncaster, R. Название: A -Level Physics ISBN: 0748715843 ISBN-13(EAN): 9780748715848 Издательство: Oxford Education Рейтинг: Цена: 13264.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The fourth edition helps bridge the gap between GCSE and A Level Physics for your students of all different abilities, reflecting the different experience and knowledge of students coming to A Level Physics from GCSE.
Автор: Davidovits, Paul Название: Physics in Biology and Medicine- 4 Ed ISBN: 0123865131 ISBN-13(EAN): 9780123865137 Издательство: Elsevier Science Рейтинг: Цена: 9262.00 р. Наличие на складе: Поставка под заказ.
Описание: Covers topics in physics as they apply to the life sciences, specifically medicine, physiology, nursing and other applied health fields. This title surveys and relates basic physics to living systems, encompassing solid mechanics, fluid mechanics, thermodynamics, sound, electricity, optics, and atomic and nuclear physics.
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