Full On Learning
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Deep Learning
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Author : Ian Goodfellow
language : en
Publisher: MIT Press
Release Date : 2016-11-10
Deep Learning written by Ian Goodfellow and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-10 with Computers categories.
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Wonder Full Education
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Author : Kieran Egan
language : en
Publisher: Routledge
Release Date : 2013-07-24
Wonder Full Education written by Kieran Egan and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-07-24 with Education categories.
For many children much of the time their experience in classrooms can be rather dull, and yet the world the school is supposed to initiate children into is full of wonder. This book offers a rich understanding of the nature and roles of wonder in general and provides multiple suggestions for to how to revive wonder in adults (teachers and curriculum makers) and how to keep it alive in children. Its aim is to show that adequate education needs to take seriously the task of evoking wonder about the content of the curriculum and to show how this can routinely be done in everyday classrooms. The authors do not wax flowery; they present strong arguments based on either research or precisely described experience, and demonstrate how this argument can be seen to work itself out in daily practice. The emphasis is not on ways of evoking wonder that might require virtuoso teaching, but rather on how wonder can be evoked about the everyday features of the math or science or social studies curriculum in regular classrooms.
Learning How To Learn
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Author : Barbara Oakley, PhD
language : en
Publisher: Penguin
Release Date : 2018-08-07
Learning How To Learn written by Barbara Oakley, PhD and has been published by Penguin this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-07 with Juvenile Nonfiction categories.
A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.
Full Body Presence
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Author : Suzanne Scurlock-Durana
language : en
Publisher: New World Library
Release Date : 2010
Full Body Presence written by Suzanne Scurlock-Durana and has been published by New World Library this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Medical categories.
Many teachers stress the importance of living in the present moment. Few give the actual practices to make it attainable. This book teaches you how to return to the incredible navigational system of the body and more fully inhabit each moment. For over twenty-five years, Suzanne Scurlock-Durana has masterfully taught her step-by-step practice of present moment awareness through her own combination of bodywork and CranioSacral therapy. The practices of Full Body Presence help you find a deeper awareness in the moment, even in the midst of chaos, family and work demands, or the pressure to perform. This deeper awareness also brings a fuller sense of trust and confidence in yourself and in the world. Full Body Presence is filled with concrete, life-friendly explorations and instruction clearly presented in both the book and the free accompanying downloadable audio files.
The Wiley Handbook Of Problem Based Learning
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Author : Mahnaz Moallem
language : en
Publisher: John Wiley & Sons
Release Date : 2019-01-30
The Wiley Handbook Of Problem Based Learning written by Mahnaz Moallem and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-30 with Education categories.
The first book to offer an in-depth exploration of the topic of problem-based learning with contributions from international experts The Wiley Handbook of Problem-Based Learning is the first book of its kind to present a collection of original essays that integrate the research and practice of problem-based learning in one comprehensive volume. With contributions from an international panel of leading scholars, researchers, practitioners and educational and training communities, the handbook is an authoritative, definitive, and contemporary volume that clearly demonstrates the impact and scope of research-based practice in problem-based learning (PBL). After many years of its successful implementation in medical education curricula, problem-based learning is now being emphasized and practiced more widely in K-12, higher education, and other professional fields. The handbook provides timely and stimulating advice and reflection on the theory, research, and practice of PBL. Throughout the book the contributors address the skills needed to implement PBL in the classroom and the need for creating learning environments that are active, collaborative, experiential, motivating and engaging. This important resource: Addresses the need for a comprehensive resource to problem-based learning research and implementation Contains contributions from an international panel of experts on the topic Offers a rich collection of scholarly writings that challenge readers to refresh their knowledge and rethink their assumptions Takes an inclusive approach that addresses the theory, design, and practice of problem-based learning Includes guidelines for instructional designers, and implementation and assessment strategies for practitioners Written for academics, students, and practitioners in education, The Wiley Handbook of Problem-Based Learning offers a key resource to the most recent information on the research and practice of problem-based learning.
Make It Stick
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Author : Peter C. Brown
language : en
Publisher: Harvard University Press
Release Date : 2014-04-14
Make It Stick written by Peter C. Brown and has been published by Harvard University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-14 with Psychology categories.
To most of us, learning something "the hard way" implies wasted time and effort. Good teaching, we believe, should be creatively tailored to the different learning styles of students and should use strategies that make learning easier. Make It Stick turns fashionable ideas like these on their head. Drawing on recent discoveries in cognitive psychology and other disciplines, the authors offer concrete techniques for becoming more productive learners. Memory plays a central role in our ability to carry out complex cognitive tasks, such as applying knowledge to problems never before encountered and drawing inferences from facts already known. New insights into how memory is encoded, consolidated, and later retrieved have led to a better understanding of how we learn. Grappling with the impediments that make learning challenging leads both to more complex mastery and better retention of what was learned. Many common study habits and practice routines turn out to be counterproductive. Underlining and highlighting, rereading, cramming, and single-minded repetition of new skills create the illusion of mastery, but gains fade quickly. More complex and durable learning come from self-testing, introducing certain difficulties in practice, waiting to re-study new material until a little forgetting has set in, and interleaving the practice of one skill or topic with another. Speaking most urgently to students, teachers, trainers, and athletes, Make It Stick will appeal to all those interested in the challenge of lifelong learning and self-improvement.
Evaluating The Quality Of Learning
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Author : John B. Biggs
language : en
Publisher: Academic Press
Release Date : 2014-05-10
Evaluating The Quality Of Learning written by John B. Biggs and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-10 with Education categories.
Educational Psychology Series: Evaluating the Quality of Learning: The SOLO Taxonomy (Structure of the Observed Learning Outcome) focuses on the approaches, methodologies, and techniques employed in the valuation of the quality of learning. The publication first offers information on the quality and quantity of learning and origin and description of the Structure of the Observed Learning Outcome (SOLO) taxonomy. Discussions focus on general intellectual development and the growth of quality; some assumptions and applications of stage theory; from developmental stage to levels of learning quality; and general intellectual development and the growth of quality. The text then examines the teaching of history, elementary mathematics, English, and geography. Topics include interpreting a map and drawing conclusions, explaining a natural phenomenon, appreciation of poetry, implications for the teaching of history, English, and mathematics, numbers and operations, and general application of SOLO to history. The manuscript takes a look at modern languages, place of the taxonomy in instructional design, and some methodological considerations. Concerns include alternative formats for obtaining SOLO responses, instructional processes, curriculum analysis, remediation, and teacher intentions. The publication is a vital source of data for educators interested in the SOLO taxonomy.
Gaining Insight Through Tacit Knowledge
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Author : Ted Spickler
language : en
Publisher: CreateSpace
Release Date : 2015-10-27
Gaining Insight Through Tacit Knowledge written by Ted Spickler and has been published by CreateSpace this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-27 with categories.
Students tend to steer away from classes that have a high technical content such as science, mathematics, engineering, the medical professions and anything where equations (how about economics?) play an important role. My message is deceptively simple; in order to gain real comprehension over a difficult subject, you need to know how your brain works. One successful approach to understanding your mind applies the philosophical viewpoint of Michael Polanyi's tacit theory of knowledge. This book introduces the need for your mind to create "tacit integrations" and explains how to attain what we call the "Aha" experience. Useful to teachers, coaches, and students, this learning methodology explains the behaviors needed for the attainment of full comprehension in either formal or informal learning situations. Polanyi was a brilliant research chemist who in later years turned his attention to explicating a personal philosophy of science. His self-reflections on how he created discoveries in chemistry offers illumination today into how our own minds work. The recognition of a subconscious level of mental activity (intuition and insight) is becoming a contemporary research topic and this book finds parallels between Polanyi and recent breakthroughs in cognitive psychology and selected neuroscience research. His tacit theory of knowledge, largely ignored among educational practitioners, is still alive today within knowledge management, medical training, and theological philosophy. This oversight is a shame and needs corrected. If you have no idea what is meant by a tacit integration (along with the necessary background for understanding it), you are missing valuable insights that show how you can put your brain into high gear. The tacit theory of knowledge informs constructivism and brings alive the dichotomy between explicit and implicit learning (also declarative and procedural knowledge). Polanyi died worried that his work would die with him. Let's not allow that to continue! Discovering how to apply tacit knowledge in learning and teaching can be a rewarding experience.
Complete Learning Videos
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Author : Spectrum
language : en
Publisher: Carson-Dellosa Publishing
Release Date : 2022-03-11
Complete Learning Videos written by Spectrum and has been published by Carson-Dellosa Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-11 with Juvenile Nonfiction categories.
4th Grade Reading, Writing, and Math Workbook for kids ages 9-10 Support your child’s educational journey with the innovative Spectrum Grade 4 Complete Learning + Videos Workbook! 4th grade workbooks are a great way for your child to learn essential language arts and math skills such as division and multiplication facts, fractions, grammar, reading passages, and more through a variety of activities that are both fun AND educational! Why You’ll Love This 4th Grade ELA & Math Book Featured QR codes link to free videos that reinforce lesson topics with one easy scan! The Spectrum Complete Learning + Videos 4th grade workbook not only features math, reading, and language arts lessons and activities, it also includes QR codes that link to free videos to help kids visualize new concepts and steps to solving problems. Testing progress along the way. Practice assessments are included to help track your child’s progress along the way before moving on to new and exciting lessons. Practically sized for every activity The 352-page 4th grade book is sized at about 8 inches x 11 inches—giving your child plenty of space to complete each exercise. About Spectrum For more than 20 years, Spectrum has provided solutions for parents who want to help their children get ahead, and for teachers who want their students to meet and exceed set learning goals—providing workbooks that are a great resource for both homeschooling and classroom curriculum. The 4th Grade Activity Book Contains: Chapter introductions, learning activities, and practice assessments QR codes that link to free online videos that reinforce lesson topics Weekly schedules, website/password tracker log, and answer key
Distance Education A Systems View Of Online Learning
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Author : Michael G. Moore
language : en
Publisher: Cengage Learning
Release Date : 2011-04-22
Distance Education A Systems View Of Online Learning written by Michael G. Moore and has been published by Cengage Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-22 with Education categories.
The most comprehensive and authoritative text on the subject, DISTANCE EDUCATION, Third Edition, retains its emphasis on a systems approach to the organization and selection of material. The text is researched-based and grounded in solid principles of teaching and learning. The authors apply their broad experience and expertise as they explain how to design and teach courses online--including the latest technologies employed, characteristics of learners, organizational structures, and current policy and global perspectives. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.