The Learning Book
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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.
The Hundred Page Machine Learning Book
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Author : Andriy Burkov
language : en
Publisher:
Release Date : 2019
The Hundred Page Machine Learning Book written by Andriy Burkov and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Machine learning categories.
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
My First Learning Book
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Author : Brimax Books Limited
language : en
Publisher:
Release Date : 2010-01-01
My First Learning Book written by Brimax Books Limited and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-01 with Alphabet categories.
This big first learning book will appeal to both child and parent. Containing basic number, alphabet, word, colour, opposite and phonic concepts this fun book will keep children learning as they engage with the bright artwork throughout.
The Learning Book
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Author : La Fayette Ron Hubbard
language : en
Publisher: Delphian Press
Release Date : 1984
The Learning Book written by La Fayette Ron Hubbard and has been published by Delphian Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Education categories.
The Learning And Development Book
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Author : Tricia Emerson
language : en
Publisher: Association for Talent Development
Release Date : 2011-11-15
The Learning And Development Book written by Tricia Emerson and has been published by Association for Talent Development this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-15 with Business & Economics categories.
Everyone thinks they know everything about training. Right? We've all gone to school, been trained on the job, and maybe endured the occasional corporate seminar. But if you're a professional in this field, you know that's familiarity, not expertise. Instructional design and implementation are not as easy as they look. You know there's an art to enabling people to truly change their behavior, moving themselves and their organizations toward the right future. That's what inspired The Learning and Development Book. Open the book to any page and you'll find a short chapter that holds one hard-won lesson—the reward of decades implementing instructional design in real-world settings. Why should learning be more like playing? Is the culture of your organization working against you? Should you really measure the effects of your training program? Have you ever thought that learning begins when training ends? Each chapter holds a nugget of wisdom on subjects like these. Whether you're a battle-tested educator or embarking on your first big training job, we hope we can give you tips, tools, big ideas, and (bonus!) a smile.
Learn To Read Activity Book
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Author : Hannah Braun
language : en
Publisher: Zephyros Press
Release Date : 2018-04-10
Learn To Read Activity Book written by Hannah Braun and has been published by Zephyros Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-10 with Education categories.
Learn to Read Activity Book delivers engaging lessons to successfully teach your child to read while having F-U-N. Your child will learn to read--and actually enjoy the process--if it's fun. That's why seasoned primary school teacher, Hannah Braun, combines playful activities with effective lesson plans in Learn to Read Activity Book. Learn to Read Activity Book builds critical literary skills through a series of activities that create connections between letters and words and help your child learn to read. Helping your child learn to read is important work and Learn to Read Activity Book makes it rewarding for both of you, with: Play-Motivated Learning that includes coloring, tracing, mazes, puzzles, and word searches that entertain your child as they learn to read An Effective Teaching Method that uses the "I do, we do, you do" model to build independence through practice Over 100 Cumulative Lessons that begin with letter recognition and phonetics, and build towards reading complete words From letter recognition to word pronunciation you will witness exciting "light bulb" moments in your child as they joyfully learn to read with the Learn to Read Activity Book.
Happy Learning Book For Siblings The 50 Awesome Activities For Siblings To Learn And Play Together At Home
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Author : Fynn Sor
language : en
Publisher: World Scientific
Release Date : 2020-06-26
Happy Learning Book For Siblings The 50 Awesome Activities For Siblings To Learn And Play Together At Home written by Fynn Sor and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-26 with Games & Activities categories.
Your home is the perfect place for learning, fun, and sibling bonding!The Happy Learning Book for Siblings features 50 hands-on activities you can conduct in the comfort of your home. They are divided into five learning areas (Literacy, Numeracy, Discovery of the World, Motor Skills and Sensory Play, Arts and Crafts), and are scaled for children of different ages to experience together. Spark hours of joyful learning and playful moments for your children, from toddlers to preschoolers and school-aged kids!
Understanding How We Learn
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Author : Yana Weinstein
language : en
Publisher: Routledge
Release Date : 2018-08-22
Understanding How We Learn written by Yana Weinstein and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-22 with Education categories.
Educational practice does not, for the most part, rely on research findings. Instead, there’s a preference for relying on our intuitions about what’s best for learning. But relying on intuition may be a bad idea for teachers and learners alike. This accessible guide helps teachers to integrate effective, research-backed strategies for learning into their classroom practice. The book explores exactly what constitutes good evidence for effective learning and teaching strategies, how to make evidence-based judgments instead of relying on intuition, and how to apply findings from cognitive psychology directly to the classroom. Including real-life examples and case studies, FAQs, and a wealth of engaging illustrations to explain complex concepts and emphasize key points, the book is divided into four parts: Evidence-based education and the science of learning Basics of human cognitive processes Strategies for effective learning Tips for students, teachers, and parents. Written by "The Learning Scientists" and fully illustrated by Oliver Caviglioli, Understanding How We Learn is a rejuvenating and fresh examination of cognitive psychology's application to education. This is an essential read for all teachers and educational practitioners, designed to convey the concepts of research to the reality of a teacher's classroom.
The Book Of Learning And Forgetting
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Author : Frank Smith
language : en
Publisher: Teachers College Press
Release Date : 1998-04-02
The Book Of Learning And Forgetting written by Frank Smith and has been published by Teachers College Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04-02 with Education categories.
In this thought-provoking book, Frank Smith explains how schools and educational authorities systematically obstruct the powerful inherent learning abilities of children, creating handicaps that often persist through life. The author eloquently contrasts a false and fabricated “official theory” that learning is work (used to justify the external control of teachers and students through excessive regulation and massive testing) with a correct but officially suppressed “classic view” that learning is a social process that can occur naturally and continually through collaborative activities. This book will be crucial reading in a time when national authorities continue to blame teachers and students for alleged failures in education. It will help educators and parents to combat sterile attitudes toward teaching and learning and prevent current practices from doing further harm.
Digital Learning In Motion
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Author : David Kergel
language : en
Publisher: Routledge
Release Date : 2020-11-05
Digital Learning In Motion written by David Kergel and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-05 with Computers categories.
Digital Learning in Motion provides a theoretical analysis of learning and related learning media in society. The book explores how changing media affects learning environments, which changes the learning itself, showing that learning is always in motion. This book expounds upon the concept of learning, reconstructing how learning unfolds and analyzing the discourse around pedagogy and Bildung in the age of new digital media. It further discusses in detail the threefold relationship between learning and motion, considering how learning is based on motion, generated by new experiences and changes with the environment and through its own mediatization. The book presents a normative model that outlines how learning can be structured on the basis of society’s values and self-understanding discourses in the digital age. This book will be of great interest for academics, postgraduate students, and researchers in the fields of digital learning and inclusion, education research, educational theory, communication and cultural studies.