The Unified Learning Model
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The Unified Learning Model
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Author : Duane F. Shell
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-05-03
The Unified Learning Model written by Duane F. Shell and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-03 with Education categories.
This is a book about how humans learn. Our focus is on classroom learning although the principles are, as the name of this book indicates, universal. We are concerned with learning from pre-school to post-graduate. We are concerned with most bu- ness, industrial and military training. We do not address how infants learn how to speak or walk, or how grown-ups improve their tennis swing. We do address all learning described by the word “thought”, as well as anything we might try to teach, or instruct in formal educational settings. In education, the words theory and model imply conjecture. In science, these same words imply something that is a testable explanation of phenomena able to predict outcomes of experiments. This book presents a model of learning that the authors offer in the sense of scientists rather than educators. Conjecture implies that information is incomplete, and so it surely is with human learning. On the other hand, we assert that more than enough is known to sustain a “scienti?c” model of learning. This book is not a review of the literature. Instead, it is a synthesis. Scholars and many teachers likely have heard much if not most or even all of the information we use to develop the uni?ed learning model. What you have not read before is a model putting the information together in just this way; this is the ?rst one.
Parallel Processing Developments
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Author : Brian C. O'Neill
language : en
Publisher:
Release Date : 1996
Parallel Processing Developments written by Brian C. O'Neill and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Parallel processing (Electronic computers) categories.
Printbegrænsninger: Der kan printes kapitelvis.
Statistical Machine Learning
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Author : Richard Golden
language : en
Publisher: CRC Press
Release Date : 2020-06-24
Statistical Machine Learning written by Richard Golden and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-24 with Computers categories.
The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzing, evaluating, and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides students, engineers, and scientists with tools from mathematical statistics and nonlinear optimization theory to become experts in the field of machine learning. In particular, the material in this text directly supports the mathematical analysis and design of old, new, and not-yet-invented nonlinear high-dimensional machine learning algorithms. Features: Unified empirical risk minimization framework supports rigorous mathematical analyses of widely used supervised, unsupervised, and reinforcement machine learning algorithms Matrix calculus methods for supporting machine learning analysis and design applications Explicit conditions for ensuring convergence of adaptive, batch, minibatch, MCEM, and MCMC learning algorithms that minimize both unimodal and multimodal objective functions Explicit conditions for characterizing asymptotic properties of M-estimators and model selection criteria such as AIC and BIC in the presence of possible model misspecification This advanced text is suitable for graduate students or highly motivated undergraduate students in statistics, computer science, electrical engineering, and applied mathematics. The text is self-contained and only assumes knowledge of lower-division linear algebra and upper-division probability theory. Students, professional engineers, and multidisciplinary scientists possessing these minimal prerequisites will find this text challenging yet accessible. About the Author: Richard M. Golden (Ph.D., M.S.E.E., B.S.E.E.) is Professor of Cognitive Science and Participating Faculty Member in Electrical Engineering at the University of Texas at Dallas. Dr. Golden has published articles and given talks at scientific conferences on a wide range of topics in the fields of both statistics and machine learning over the past three decades. His long-term research interests include identifying conditions for the convergence of deterministic and stochastic machine learning algorithms and investigating estimation and inference in the presence of possibly misspecified probability models.
Depathologizing Psychopathology
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Author : Theodore Wasserman
language : en
Publisher: Springer
Release Date : 2016-07-14
Depathologizing Psychopathology written by Theodore Wasserman and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-14 with Psychology categories.
This brief, accessible treatise harnesses the neurophysiological processes of learning to create an innovative and powerful approach to therapy. It sets out a non-pathologizing alternative not only to the current medicalized conception of diagnosis and treatment but also to the labeling of relatively normal reactions to stressors and upsets as illnesses. Rooted in the neurobiology of human learning, the book’s approach to treatment, Neuro-Cognitive Learning Therapy, characterizes maladaptive behavior patterns as learned responses to upsetting conditions—processes which can be unlearned. In addition, the coverage includes a clinical teaching guide for bringing NCLT theory and methods into the training curriculum. This groundbreaking volume: Proposes a non-stigmatizing learning model for therapy, Neuro-Cognitive Learning Therapy. Introduces the concept of the connectome and explains its critical role in mental health and illness. Differentiates between the unconscious and automaticity in cognition and behavior. Addresses the applicability of NCLT to biologically-based mental disorders. Offers case studies illustrating NCLT in contrast with commonly-used approaches. Includes a chapter-by-chapter clinical teaching guide with therapeutic principles and discussion questions. Provides a comprehensive therapeutic framework for practitioners of all orientations. Depathologizing Psychopathology gives neuropsychologists, psychiatrists, clinical social workers, and child and school psychologists new ways of thinking about mental illness and learning about learning for a bold new step in the evolution of mind/brain knowledge.
Ijer Vol 2 N2
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Author : International Journal of Educational Reform
language : en
Publisher: Rowman & Littlefield
Release Date : 1993-04-01
Ijer Vol 2 N2 written by International Journal of Educational Reform and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-04-01 with Education categories.
The mission of the International Journal of Educational Reform (IJER) is to keep readers up-to-date with worldwide developments in education reform by providing scholarly information and practical analysis from recognized international authorities. As the only peer-reviewed scholarly publication that combines authors’ voices without regard for the political affiliations perspectives, or research methodologies, IJER provides readers with a balanced view of all sides of the political and educational mainstream. To this end, IJER includes, but is not limited to, inquiry based and opinion pieces on developments in such areas as policy, administration, curriculum, instruction, law, and research. IJER should thus be of interest to professional educators with decision-making roles and policymakers at all levels turn since it provides a broad-based conversation between and among policymakers, practitioners, and academicians about reform goals, objectives, and methods for success throughout the world. Readers can call on IJER to learn from an international group of reform implementers by discovering what they can do that has actually worked. IJER can also help readers to understand the pitfalls of current reforms in order to avoid making similar mistakes. Finally, it is the mission of IJER to help readers to learn about key issues in school reform from movers and shakers who help to study and shape the power base directing educational reform in the U.S. and the world.
Advances In Web Based Learning Icwl 2009
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Author : Marc Spaniol
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-08-06
Advances In Web Based Learning Icwl 2009 written by Marc Spaniol and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-06 with Computers categories.
This book constitutes the refereed proceedings of the 8th International Conference on Web-Based Learning, ICWL 2009, held in Aachen, Germany, in August 2009. The 38 revised full papers and 14 short papers are presented together with three invited papers and were carefully reviewed and selected from 106 submissions. They deal with topics such as technology enhanced learning, web-based learning for oriental languages, mobile learning, social software and Web 2.0 for technology enhanced learning, learning resource deployment, organization and management, design, model and framework of E-learning systems, e-learning metadata and standards, educational gaming and multimedia storytelling for learning, as well as practice and experience sharing and pedagogical Issues.
Transforming Education For Personalized Learning
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Author : Munna, Afzal Sayed
language : en
Publisher: IGI Global
Release Date : 2024-03-11
Transforming Education For Personalized Learning written by Munna, Afzal Sayed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-11 with Education categories.
The pressing necessity to overhaul education systems to align with the demands of the contemporary world rises. Transforming Education for Personalized Learning delves into the imminent challenges besieging education, offering pragmatic solutions to metamorphose classrooms into dynamic learning environments with research, real-world illustrations, and expert perspectives. It scrutinizes fundamental shifts required in pedagogical methods, curriculum construction, assessment frameworks, and the judicious integration of technology. Central to its philosophy is the accentuation of personalized learning, the cultivation of critical thinking, and the nurturing of creativity and collaboration among students. Emphasizing an inclusive and equitable educational system, the book discerns the varied needs and strengths of learners. It advocates for a future where educators evolve into facilitators of learning, armed with strategies to adapt teaching styles, embrace innovative pedagogies, and craft engaging and purposeful learning experiences. It underscores the imperative for a paradigm shift in education, cognizant of the demands of the 21st century. It advocates for personalized learning approaches that cater to individual strengths, interests, and learning styles. The book also explores innovative teaching methodologies, instructional design, and the effective integration of technology to enhance critical thinking, collaboration, and creativity. The book targets educators, school leaders, policymakers, teacher educators, parents, educational researchers, students, professional development providers, educational consultants, advocacy groups, and non-profits.
Deep Learning And Neural Networks Concepts Methodologies Tools And Applications
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2019-10-11
Deep Learning And Neural Networks Concepts Methodologies Tools And Applications written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-11 with Computers categories.
Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. It also explores the latest concepts, algorithms, and techniques of deep learning and data mining and analysis. Highlighting a range of topics such as natural language processing, predictive analytics, and deep neural networks, this multi-volume book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of deep learning.
Psychological And Pedagogical Considerations In Digital Textbook Use And Development
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Author : Railean, Elena
language : en
Publisher: IGI Global
Release Date : 2015-04-30
Psychological And Pedagogical Considerations In Digital Textbook Use And Development written by Railean, Elena and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-30 with Computers categories.
"This book offers balanced coverage of the technological solutions that contribute to the design of digital textbooks and contribute to achieving learning objectives, offering an emphasis on assessment mechanisms and learning theory"--
Active Learning In College Science
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Author : Joel J. Mintzes
language : en
Publisher: Springer Nature
Release Date : 2020-02-23
Active Learning In College Science written by Joel J. Mintzes and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-23 with Science categories.
This book explores evidence-based practice in college science teaching. It is grounded in disciplinary education research by practicing scientists who have chosen to take Wieman’s (2014) challenge seriously, and to investigate claims about the efficacy of alternative strategies in college science teaching. In editing this book, we have chosen to showcase outstanding cases of exemplary practice supported by solid evidence, and to include practitioners who offer models of teaching and learning that meet the high standards of the scientific disciplines. Our intention is to let these distinguished scientists speak for themselves and to offer authentic guidance to those who seek models of excellence. Our primary audience consists of the thousands of dedicated faculty and graduate students who teach undergraduate science at community and technical colleges, 4-year liberal arts institutions, comprehensive regional campuses, and flagship research universities. In keeping with Wieman’s challenge, our primary focus has been on identifying classroom practices that encourage and support meaningful learning and conceptual understanding in the natural sciences. The content is structured as follows: after an Introduction based on Constructivist Learning Theory (Section I), the practices we explore are Eliciting Ideas and Encouraging Reflection (Section II); Using Clickers to Engage Students (Section III); Supporting Peer Interaction through Small Group Activities (Section IV); Restructuring Curriculum and Instruction (Section V); Rethinking the Physical Environment (Section VI); Enhancing Understanding with Technology (Section VII), and Assessing Understanding (Section VIII). The book’s final section (IX) is devoted to Professional Issues facing college and university faculty who choose to adopt active learning in their courses. The common feature underlying all of the strategies described in this book is their emphasis on actively engaging students who seek to make sense of natural objects and events. Many of the strategies we highlight emerge from a constructivist view of learning that has gained widespread acceptance in recent years. In this view, learners make sense of the world by forging connections between new ideas and those that are part of their existing knowledge base. For most students, that knowledge base is riddled with a host of naïve notions, misconceptions and alternative conceptions they have acquired throughout their lives. To a considerable extent, the job of the teacher is to coax out these ideas; to help students understand how their ideas differ from the scientifically accepted view; to assist as students restructure and reconcile their newly acquired knowledge; and to provide opportunities for students to evaluate what they have learned and apply it in novel circumstances. Clearly, this prescription demands far more than most college and university scientists have been prepared for.