Автор: Dean Jenkins Название: ECGs by Example ISBN: 0702042285 ISBN-13(EAN): 9780702042287 Издательство: Elsevier Science Цена: 5304.00 р. Наличие на складе: Поставка под заказ. Описание: Shows ECGs as they really appear in everyday practice. This book provides a collection of full 12-lead ECGs of a wide range of common clinical problems encountered in casualty. It is of interest to those who are involved in the diagnosis of the most commonly encountered ECG abnormalities.
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: Dean Jenkins Название: ECGs by Example ISBN: 0702042285 ISBN-13(EAN): 9780702042287 Издательство: Elsevier Science Рейтинг: Цена: 5304.00 р. Наличие на складе: Поставка под заказ.
Описание: Shows ECGs as they really appear in everyday practice. This book provides a collection of full 12-lead ECGs of a wide range of common clinical problems encountered in casualty. It is of interest to those who are involved in the diagnosis of the most commonly encountered ECG abnormalities.
Описание: This book helps the reader become familiar with various mathematical models for mechanical, electrical, physical, atronomical, chemical, biological, ecological, cybernetical and other systems and processes. The models examined are evolutionary models, i.e. the models of time-varying processes known as dynamic systems, such as fluid flow, biological processes, oscillations in mechanical and electromagnetic systems, and social systems. The book shows readers how to identify appropriate situations for modelling, how to address difficulties in creating models, and how to learn what mathematics teaches us about the modelling of dynamical phenomena in our surrounding world. It is interesting for a wide spectrum of readers, students of natural science and engineering, and also for researchers in these fields.
Автор: Cuttance Название: Structural Modeling by Example ISBN: 0521115248 ISBN-13(EAN): 9780521115247 Издательство: Cambridge Academ Рейтинг: Цена: 5069.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Structural Modeling by Example offers a comprehensive overview of the application of structural equation models in the social and behavioural sciences and in educational research. It is devoted in roughly equal proportions to substantive issues and to methodological ones.
Автор: Suhov Название: Probability and Statistics by Example ISBN: 1107603587 ISBN-13(EAN): 9781107603585 Издательство: Cambridge Academ Рейтинг: Цена: 7762.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A valuable resource for students and teachers alike, this second edition is packed with over 200 worked examples and exam questions with solutions. It promotes a deep understanding of the subject rather than a superficial knowledge of the theory, equipping students to solve problems in practice and under exam conditions.
Автор: Garber Frederick Название: Self, Text, and Romantic Irony: The Example of Byron ISBN: 0691600325 ISBN-13(EAN): 9780691600321 Издательство: Wiley Рейтинг: Цена: 7603.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Frederick Garber takes up in detail several problems of the self broached in his previous book, The Autonomy of the Self from Richardson to Huysmans (Princeton, 1982). Using patterns in Byron`s canon as models, he focuses on the relations of self-making and text-making as a central Romantic issue. For Byron and many of his contemporaries, putting a
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