Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 9978.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Mangey Ram Название: Advanced Mathematical Techniques in Science and Engineering ISBN: 8793609345 ISBN-13(EAN): 9788793609341 Издательство: Taylor&Francis Рейтинг: Цена: 13320.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In recent years, mathematical techniques applied to novel disciplines within the science and engineering have experienced extraordinary growth. Advanced Mathematical Techniques in Science and Engineering focusses on a detailed range of mathematics applied within various fields of science and engineering for different tasks. Topics of focus include:- Analysis of Consensus-Building Time in Social Groups- Modeling of intersystem accidents in critical infrastructure systems- Stochastic approaches to analysis and modeling of multi-sources and big data- Performance evaluation of computational DoS attack on access point in Wireless LANs- Ranking methods for decision-making under uncertainty- Understanding time delay based Modeling & Diffusion of technological products- Role of soft computing in science and engineering- Complex system reliability analysis and optimization- Tree growth models in forest ecosystems modellingThis research book can be used as a reference for students in a final year undergraduate engineering course, such as mechanical, mechatronics, industrial, computer science, information technology, etc. Furthermore, the book can serve as a valuable reference for academics, engineers and researchers in these and related subject areas.
Автор: Bender, Carl M. (washington University, Usa) Orsza Название: Advanced mathematical methods for scientists and engineers ISBN: 1441931872 ISBN-13(EAN): 9781441931870 Издательство: Springer Рейтинг: Цена: 10335.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book gives a clear, practical and self-contained presentation of the methods of asymptotics and perturbation theory and explains how to use these methods to obtain approximate analytical solutions to differential and difference equations. These methods allow one to analyze physics and engineering problems that may not be solvable in closed form and for which brute-force numerical methods may not converge to useful solutions. The objective of this book is to teaching the insights and problem-solving skills that are most useful in solving mathematical problems arising in the course of modern research. Intended for graduate students and advanced undergraduates, the book assumes only a limited familiarity with differential equations and complex variables. The presentation begins with a review of differential and difference equations; develops local asymptotic methods for differential and difference equations; explains perturbation and summation theory; and concludes with a an exposition of global asymptotic methods, including boundary-layer theory, WKB theory, and multiple-scale analysis. Emphasizing applications, the discussion stresses care rather than rigor and relies on many well-chosen examples to teach the reader how an applied mathematician tackles problems. There are 190 computer-generated plots and tables comparing approximate and exact solutions; over 600 problems, of varying levels of difficulty; and an appendix summarizing the properties of special functions.
Автор: Janke, Steven J. Название: Mathematical Structures for Computer Graphics ISBN: 1118712196 ISBN-13(EAN): 9781118712191 Издательство: Wiley Рейтинг: Цена: 9654.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A comprehensive exploration of the mathematics behind the modeling and rendering of computer graphics scenes Mathematical Structures for Computer Graphics presents an accessible and intuitive approach to the mathematical ideas and techniques necessary for two- and three-dimensional computer graphics.
Автор: Dimitri Plemenos; Georgios Miaoulis Название: Artificial Intelligence Techniques for Computer Graphics ISBN: 3540851275 ISBN-13(EAN): 9783540851271 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Present the work of the Intelligent Computer Graphics community. This volume contains papers from the last 3IA Conference (3IA`2008), together with an introduction presenting the area of Intelligent Computer Graphics and various Computer Graphics areas where introduction of intelligent techniques permitted to resolve important problems.
Описание: This book offers the latest research in Intelligent Scene Modeling Information Systems. It uses three main notions to explore improvements in various areas of computer graphics: Artificial Intelligence, Viewpoint Complexity, and Human Intelligence.
Автор: Maki Habib Название: Advanced Online Education and Training Technologies ISBN: 1522570101 ISBN-13(EAN): 9781522570103 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 27027.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Technology plays a vital role in bridging the digital divide and enhancing student learning both in and outside of the classroom. This is possible thanks to the successful use of educational online technologies and other new teaching resources being integrated into learning environments.Advanced Online Education and Training Technologies is an essential reference source that explores student and teacher learning through various online platforms. Featuring research on topics such as professional development in the twenty-first century and cultural differences in online learning environments, this book is ideally designed for educators, students, academicians, and other education professionals seeking coverage on enhanced student learning through technology-based learning tools.
Описание: Educational TV in the post-war years was a cornerstone for delivering high-quality knowledge over a geographically-dispersed and culturally-segregated public. As de facto massive learning, virtual environments have been shaped by both open university initiatives and corporate courseware activities. The educational technology institutes seek a new paradigm for delivering instruction and simultaneously expanding higher education. Advanced Technologies and Standards for Interactive Educational Television: Emerging Research and Opportunities is a critical scholarly publication that examines the concept of promoting learning through mass communication through the use of extended augmentation and visualization interaction methodologies and the deployment of wide-area collaborative practices. Featuring a range of topics such as gamification, mobile technology, and digital pedagogy, this book is ideal for communications specialists, media producers, audiovisual engineers, broadcasters, computer programmers, legal experts, STEM educators, professors, teachers, academicians, researchers, policymakers, and students.
Описание: Educational TV in the post-war years was a cornerstone for delivering high-quality knowledge over a geographically-dispersed and culturally-segregated public. As de facto massive learning, virtual environments have been shaped by both open university initiatives and corporate courseware activities. The educational technology institutes seek a new paradigm for delivering instruction and simultaneously expanding higher education.
Advanced Technologies and Standards for Interactive Educational Television: Emerging Research and Opportunities is a critical scholarly publication that examines the concept of promoting learning through mass communication through the use of extended augmentation and visualization interaction methodologies and the deployment of wide-area collaborative practices. Featuring a range of topics such as gamification, mobile technology, and digital pedagogy, this book is ideal for communications specialists, media producers, audiovisual engineers, broadcasters, computer programmers, legal experts, STEM educators, professors, teachers, academicians, researchers, policymakers, and students.
Описание: Since the publication of the first edition of this book, advances in algorithms, logic and software tools have transformed the field of data fusion. This edition covers these areas as well as smart agents, human computer interaction, cognitive aides to analysis and data system fusion control.
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