Download or read book Information Theory Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Download or read book Information and Communication Technologies and Real Life Learning written by Tom J. van Weert and published by Springer Science & Business Media. This book was released on 2005-06-28 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information and Communication Technologies in Real-Life Learning presents the results of an International Federation for Information Processing (IFIP) working conference held December 2004 in Melbourne, Australia. The working conference was organized by IFIP Working Group 3.2 (Informatics and ICT in Higher Education) and IFIP Working Group 3.4 (Professional and Vocational Education in Information Technology). The papers in this book present a cross-section of issues in real-life learning in which Information and Communication Technology (ICT) plays an important role. Some of the issues covered include: education models for real-life learning enabled by ICT; effective organization of a real-life learning environment; the changing role of the student; the changing role of educational institutions and their relationship with business and industry; the changing role of teachers and their use of ICT; and managment of ICT-rich education change.
Download or read book How People Learn written by National Research Council and published by National Academies Press. This book was released on 2000-08-11 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: First released in the Spring of 1999, How People Learn has been expanded to show how the theories and insights from the original book can translate into actions and practice, now making a real connection between classroom activities and learning behavior. This edition includes far-reaching suggestions for research that could increase the impact that classroom teaching has on actual learning. Like the original edition, this book offers exciting new research about the mind and the brain that provides answers to a number of compelling questions. When do infants begin to learn? How do experts learn and how is this different from non-experts? What can teachers and schools do-with curricula, classroom settings, and teaching methodsâ€"to help children learn most effectively? New evidence from many branches of science has significantly added to our understanding of what it means to know, from the neural processes that occur during learning to the influence of culture on what people see and absorb. How People Learn examines these findings and their implications for what we teach, how we teach it, and how we assess what our children learn. The book uses exemplary teaching to illustrate how approaches based on what we now know result in in-depth learning. This new knowledge calls into question concepts and practices firmly entrenched in our current education system. Topics include: How learning actually changes the physical structure of the brain. How existing knowledge affects what people notice and how they learn. What the thought processes of experts tell us about how to teach. The amazing learning potential of infants. The relationship of classroom learning and everyday settings of community and workplace. Learning needs and opportunities for teachers. A realistic look at the role of technology in education.
Download or read book Project based Learning Using Information Technology written by David G. Moursund and published by International Society for Technology in educ. This book was released on 2003 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1999, Project-Based Learning Using Information Technology has become a classic in the field-and for good reason. David Moursund offers educators an inspiring vision of the possibilities of project-based learning and then shows them how to realize it in their classroom. Moursund deftly summarizes both the principles and supporting research on project-based learning, and walks teachers through the process of creating their own learner centered, technology-enhanced projects. This edition offers many new teacher training activities and ideas for projects that will activate students higher-order thinking skills and instill in them a thirst for life-long learning. Motivate your students to plan and carry out projects with real-world purpose and meaning with this terrific resource for teachers! FEATURES Insights from a widely known author, teacher educator, and educational technology pioneer Activities for teacher training as well as materials and ideas for assessment Companion Web site with regularly updated bibliography and detailed syllabi for workshops on project-based learning Also available: Reinventing Project-Based Learning: Your Field Guide to Real-World Projects in the Digital Age - ISBN 156484238X Spreadsheet Magic: Second Edition - ISBN 156484224X
Download or read book Learning with Information Systems written by Simon Bell and published by Routledge. This book was released on 2013-02-01 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Learning with Information Systems the author takes the developing world as the context and through a series of case studies develops a commonly used systems analysis methodology. He demonstrates how this methodology can evolve and adapt as new ideas become prominent. Issues of sustainability of information systems, participation in systems design and user ownership of systems are all examined. This book does not attempt to be prescriptive for all contexts nor does it focus on any particular technology. It addresses the essential questions and promises practical approaches which will help in the avoidance of the worst forms of disaster associated with the planning of information systems for developing countries.
Download or read book Positive Learning in the Age of Information written by Olga Zlatkin-Troitschanskaia and published by Springer. This book was released on 2017-12-15 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: While information and communication technology has a vast influence on our lives, little is understood about its effects on the way we learn. In the Age of Information, students – consciously or not – are learning in diverse formal and informal environments from a broad variety of sources, with scientific knowledge competing against unfounded assertions, and misinformation and biased data spreading through social and mass media. The Positive Learning in the Age of Information (PLATO) program illustrated by the contributions in this book unites outstanding and highly innovative expertise on the fundamentals of information processing and human learning to investigate a new paradigm of positive learning as a vital, morally and ethically oriented approach, which is of existential importance to maintaining the civilization standards of a modern society in the digital age.
Download or read book Information Power written by American Association of School Librarians and published by American Library Association. This book was released on 1998-07 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its publication in June 1998, Information Power has become the most talked about book in the school library world!
Download or read book Learning in Information Rich Environments written by Delia Neuman and published by Springer. This book was released on 2014-08-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The amount and range of information available to today’s students—and indeed to all learners—is unprecedented. Phrases like “the information revolution”, “the information (or knowledge) society”, and “the knowledge economy” underscore the truism that our society has been transformed by virtually instantaneous access to virtually unlimited information. Thomas Friedman tells us that “The World Is Flat” and that we must devise new political and economic understandings based on the ceaseless communication of information from all corners of the world. The Bush administration tells us that information relating to the “war on terrorism” is so critical that we must allow new kinds of surveillance to keep society safe. Teenage subscribers to social-computing networks not only access information but enter text and video images and publish them widely—becoming the first adolescents in history to be creators as well as consumers of vast quantities of information. If the characteristics of “the information age” demand new conceptions of commerce, national security, and publishing—among other things—it is logical to assume that they carry implications for education as well. In fact, a good deal has been written over the last several decades about how education as a whole must transform its structure and curriculum to accommodate the possibilities offered by new technologies. Far less has been written, however, about how the specific affordances of these technologies—and the kinds of information they allow students to access and create—relate to the central purpose of education: learning. What does “learning” mean in an information-rich environment? What are its characteristics? What kinds of tasks should it involve? What concepts, strategies, attitudes, and skills do educators and students need to master if they are to learn effectively and efficiently in such an environment? How can researchers, theorists, and practitioners foster the well-founded and widespread development of such key elements of the learning process? This book explores these questions and suggests some tentative answers. Drawing from research and theory in three distinct but related fields—learning theory, instructional systems design, and information studies—it presents a way to think about learning that responds directly to the actualities of a world brimming with information. The book is grounded in the work of such key figures in learning theory as Bransford and Anderson & Krathwohl. It draws on such theorists of instructional design as Gagne, Mayer, and Merrill. From information studies, it uses ideas from Buckland, Marchionini, and Wilson (who is known for his pioneering work in “information behavior”—that is, the full range of information seeking and use). The book breaks new ground in bringing together ideas that have run in parallel for years but whose relationship has not been fully explored.
Download or read book Information Theoretic Learning written by Jose C. Principe and published by Springer Science & Business Media. This book was released on 2010-04-06 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.
Download or read book Information Theory and Statistical Learning written by Frank Emmert-Streib and published by Springer Science & Business Media. This book was released on 2009 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive overview of the many different methods that have been developed in numerous contexts.
Download or read book International Handbook of Information Technology in Primary and Secondary Education written by Joke Voogt and published by Springer Science & Business Media. This book was released on 2008-08-26 with total page 1219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The major focus of this Handbook is the design and potential of IT-based student learning environments. Offering the latest research in IT and the learning process, distance learning, and emerging technologies for education, these chapters address the critical issue of the potential for IT to improve K-12 education. A second important theme deals with the implementation of IT in educational practice. In these chapters, barriers and opportunities for IT implementation are studied from several perspectives. This Handbook provides an integrated and detailed overview of this complex field, making it an essential reference.
Download or read book Rethinking Information Literacy written by Jane Secker and published by Facet Publishing. This book was released on 2012-12-23 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: A vision for the future of information literacy teaching. Based on groundbreaking research, undertaken by the authors as part of the prestigious Arcadia Programme at Cambridge University, this book presents a new and dynamic information literacy curriculum developed for the 21st century information professional. The authors adopt a broad definition of information literacy (IL) that encompasses social as well as academic environments and situates IL as a fundamental attribute of the discerning scholar and the informed citizen. It seeks to address in a modular, flexible and holistic way the developing information needs of students entering higher education over the next five years. The book is organized around the ten strands of the new curriculum, which cover the whole landscape of information literacy development required to succeed as an undergraduate in higher education. Interweaving the authors' research and the reflections of internationally recognized experts from the library, education and information literacy sectors, including Moira Bent, Andy Priestner, Sarah Pavey, Geoff Walton and Elizabeth Tilley, it illustrates how and why this new curriculum will work in practice. Detailed appendices present the curriculum, lesson plans and tools for institutional audit, giving readers all the tools they need to implement it successfully in their institutions.
Download or read book Information Literacy and Lifelong Learning written by John Crawford and published by Elsevier. This book was released on 2013-11-18 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the role of information literacy (IL) in developing employability skills, personal health management and informal learning from a variety of areas including: information policy issues, information usage and training needs and skills development. Early years education, lifelong learning and the role of IL in relevant organisations, including government departments, skills agencies, and professional bodies will also be considered. With a UK focus, this book also considers the leading role of the US in the development of information literacy policy. Case studies and examples of good practise are included and discussed, drawn primarily from Europe, North America and Australasia, also identified examples from other countries. Looks at value and impact and discusses policymaking and issues for the future. Conveniently brings together a usable text to which people can easily refer to for an overview of a diffuse area No existing book considers this subject area from a UK and European perspective Also aimed at a non-traditional readership including educationalists, lifelong learning activists and those involved with informal learning activities
Download or read book English Medium Instruction Programmes written by Roger Barnard and published by Routledge. This book was released on 2018-02-21 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an exploration of the desirability and feasibility of English Medium Instruction (EMI) in specific university settings in South East Asia. There is an increasing trend in many universities in Asia, as elsewhere in the world, to introduce ‘international’ academic programmes taught through the medium of English. Despite the rapidity of this development, there is a dearth of empirical research that investigates the opportunities and challenges across a range of specific contexts. This volume intends to occupy this research space, firstly by reviewing historical and contemporary trends and changes to EMI, and by eliciting the perceptions of a number of applied linguists in a range of Asian universities. These introductory chapters are followed by three case studies exploring the beliefs and practices of EMI lecturers in Malaysia, Brunei and Indonesia, and a survey of Malaysian students’ attitudes to key issues relating to medium of instruction. Based on these empirical studies, implications will be drawn with regard to policy, curricula, pedagogical practice, professional development and further research. This book will provide guidance for decision-makers and practitioners for the effective planning and implementation of EMI programmes where English is an additional language for lecturers and students.
Download or read book Information Technology and Organizational Learning written by Arthur M. Langer and published by CRC Press. This book was released on 2017-10-17 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on the critical role IT plays in organizational development, the book shows how to employ action learning to improve the competitiveness of an organization. Defining the current IT problem from an operational and strategic perspective, it presents a collection of case studies that illustrate key learning issues. It details a dynamic model for effective IT management through adaptive learning techniques—supplying proven educational theories and practices to foster the required changes in your staff. It examines existing organizational learning theories and the historical problems that occurred with companies that have used them, as well as those that have failed to use them.
Download or read book Pedagogical and Andragogical Teaching and Learning with Information Communication Technologies written by Victor C. X. Wang and published by . This book was released on 2011-01-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book shows how teachers can further their art by considering both pedagogy and andragogy in light of the each other, specifically in the modern classroom, highlighting the future possibilities opened by technology when teachers are not bound by the constraints of traditional attitudes toward time, space, age and experience"--Provided by publisher.
Download or read book Translating Data into Information to Improve Teaching and Learning written by Victoria L Bernhardt and published by Routledge. This book was released on 2013-09-27 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here it is ... the latest from best-selling author Victoria Bernhardt. This book helps educators think through the selection of the data elements and data tools needed to support quality decisions for improving teaching and learning. It shows you how to use data to help make decisions about strategies to improve student achievement.
