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Author: Ulrich Gabbert
Publisher: Springer Science & Business Media
Published: 2012-12-06
Total Pages: 378
ISBN-13: 9401007241
DOWNLOAD EBOOKProceedings of the IUTAM Symposium on Smart Structures and Structronic Systems, held in Magdeburg, Germany, 26-29 September 2000
Author: Claude E Shannon
Publisher: University of Illinois Press
Published: 1998-09-01
Total Pages: 141
ISBN-13: 025209803X
DOWNLOAD EBOOKScientific knowledge grows at a phenomenal pace--but few books have had as lasting an impact or played as important a role in our modern world as The Mathematical Theory of Communication, published originally as a paper on communication theory more than fifty years ago. Republished in book form shortly thereafter, it has since gone through four hardcover and sixteen paperback printings. It is a revolutionary work, astounding in its foresight and contemporaneity. The University of Illinois Press is pleased and honored to issue this commemorative reprinting of a classic.
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Published: 1999
Total Pages: 380
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DOWNLOAD EBOOKAuthor: Ryan L. Schaaf
Publisher: Solution Tree Press
Published: 2016-10-25
Total Pages: 160
ISBN-13: 1936763982
DOWNLOAD EBOOKDiscover how digital gaming can improve learning and prepare students for successful futures. The authors—both experienced educators and enthusiastic gamers—contend that students of the 21st century communicate and learn differently than previous generations. By incorporating digital games into lessons, student learning will more accurately reflect the interactive, engaging reality students experience outside the classroom and better prepare them for college and careers. Benefits Explore learning theory and research that supports why students of the digital generation require different learning and teaching methods than previous generations. Discover the benefits of classroom gamification for educational and professional development purposes, which include making students active participants in their learning. Gain consistent, clear definitions for terms related to gaming in education, and learn how to incorporate digital games into lesson design. Access lists of suggested digital games, and learn for what purposes the games are most useful. Consider how digital games can address students’ diverse learning needs and can be used for assessment. Contents Foreword by Ian Jukes Introduction: The Gamer in Us All Chapter 1: From Entertainment to Education 3.0 Chapter 2: The Arcade of Education Chapter 3: Learning Theory and the Attributes of the Digital Generation Chapter 4: How to Find and Evaluate Digital Games for Teaching, Learning, and Assessment Chapter 5: Lesson Design Using Digital Games Chapter 6: Digital Gaming and Assessment Chapter 7: The Nine I’s of Modern Learning Chapter 8: Beyond Linear Presentations Chapter 9: Takeaways References and Resources
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
Published: 2020-04-23
Total Pages: 392
ISBN-13: 1108569323
DOWNLOAD EBOOKThe fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Author: Avi Wigderson
Publisher: Princeton University Press
Published: 2019-10-29
Total Pages: 434
ISBN-13: 0691189137
DOWNLOAD EBOOKFrom the winner of the Turing Award and the Abel Prize, an introduction to computational complexity theory, its connections and interactions with mathematics, and its central role in the natural and social sciences, technology, and philosophy Mathematics and Computation provides a broad, conceptual overview of computational complexity theory—the mathematical study of efficient computation. With important practical applications to computer science and industry, computational complexity theory has evolved into a highly interdisciplinary field, with strong links to most mathematical areas and to a growing number of scientific endeavors. Avi Wigderson takes a sweeping survey of complexity theory, emphasizing the field’s insights and challenges. He explains the ideas and motivations leading to key models, notions, and results. In particular, he looks at algorithms and complexity, computations and proofs, randomness and interaction, quantum and arithmetic computation, and cryptography and learning, all as parts of a cohesive whole with numerous cross-influences. Wigderson illustrates the immense breadth of the field, its beauty and richness, and its diverse and growing interactions with other areas of mathematics. He ends with a comprehensive look at the theory of computation, its methodology and aspirations, and the unique and fundamental ways in which it has shaped and will further shape science, technology, and society. For further reading, an extensive bibliography is provided for all topics covered. Mathematics and Computation is useful for undergraduate and graduate students in mathematics, computer science, and related fields, as well as researchers and teachers in these fields. Many parts require little background, and serve as an invitation to newcomers seeking an introduction to the theory of computation. Comprehensive coverage of computational complexity theory, and beyond High-level, intuitive exposition, which brings conceptual clarity to this central and dynamic scientific discipline Historical accounts of the evolution and motivations of central concepts and models A broad view of the theory of computation's influence on science, technology, and society Extensive bibliography
Author: Selcuk S. Bayin
Publisher: John Wiley & Sons
Published: 2013-06-05
Total Pages: 577
ISBN-13: 1118626168
DOWNLOAD EBOOKA complete introduction to the multidisciplinary applications of mathematical methods In order to work with varying levels of engineering and physics research, it is important to have a firm understanding of key mathematical concepts such as advanced calculus, differential equations, complex analysis, and introductory mathematical physics. Essentials of Mathematical Methods in Science and Engineering provides a comprehensive introduction to these methods under one cover, outlining basic mathematical skills while also encouraging students and practitioners to develop new, interdisciplinary approaches to their research. The book begins with core topics from various branches of mathematics such as limits, integrals, and inverse functions. Subsequent chapters delve into the analytical tools that are commonly used in scientific and engineering studies, including vector analysis, generalized coordinates, determinants and matrices, linear algebra, complex numbers, complex analysis, and Fourier series. The author provides an extensive chapter on probability theory with applications to statistical mechanics and thermodynamics that complements the following chapter on information theory, which contains coverage of Shannon's theory, decision theory, game theory, and quantum information theory. A comprehensive list of references facilitates further exploration of these topics. Throughout the book, numerous examples and exercises reinforce the presented concepts and techniques. In addition, the book is in a modular format, so each chapter covers its subject thoroughly and can be read independently. This structure affords flexibility for individualizing courses and teaching. Providing a solid foundation and overview of the various mathematical methods and applications in multidisciplinary research, Essentials of Mathematical Methods in Science and Engineering is an excellent text for courses in physics, science, mathematics, and engineering at the upper-undergraduate and graduate levels. It also serves as a useful reference for scientists and engineers who would like a practical review of mathematical methods.
Author: Donald E. Knuth
Publisher: Cambridge University Press
Published: 1989
Total Pages: 132
ISBN-13: 9780883850633
DOWNLOAD EBOOKThis book will help those wishing to teach a course in technical writing, or who wish to write themselves.
Author: Thomas R. Yechout
Publisher: AIAA
Published: 2003
Total Pages: 666
ISBN-13: 9781600860782
DOWNLOAD EBOOKBased on a 15-year successful approach to teaching aircraft flight mechanics at the US Air Force Academy, this text explains the concepts and derivations of equations for aircraft flight mechanics. It covers aircraft performance, static stability, aircraft dynamics stability and feedback control.
