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Author: National Institute on Out-of-School Time (U.S.)
Publisher: Ingram
ISBN:
Category : Education
Languages : en
Pages : 188
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Book Description
Get all the tools your after-school program needs for a well-balanced program. This resource provides an overview of learning and child development; offers tips and tools for selecting, planning, developing and evaluating after-school activities; and demonstrates how to link these activities to sample learning and quality standards. The book also introduces the reader to curriculum resources focusing on seven key learning areas believed to be central to comprehensive, high-quality, after-school programs.
Author: National Institute on Out-of-School Time (U.S.)
Publisher: Ingram
ISBN:
Category : Education
Languages : en
Pages : 188
Get Book Here
Book Description
Get all the tools your after-school program needs for a well-balanced program. This resource provides an overview of learning and child development; offers tips and tools for selecting, planning, developing and evaluating after-school activities; and demonstrates how to link these activities to sample learning and quality standards. The book also introduces the reader to curriculum resources focusing on seven key learning areas believed to be central to comprehensive, high-quality, after-school programs.
Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
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Book Description
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.
Author: Jan Wasowicz
Publisher:
ISBN: 9780971513310
Category : English language
Languages : en
Pages :
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Book Description
Author: Andrea DeBruin-Parecki
Publisher: Wadsworth Publishing Company
ISBN: 9781573791434
Category : English language
Languages : en
Pages : 0
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Book Description
Suitable for all early childhood educators and practitioners, Letter Links is all about the alphabetic principle from a child development point of view. It highlights the importance of using symbols in preschool along with printed letters. Letter Links takes childrenÂ's natural interest in learning to write their own name as an entryway to teaching them letter recognition skills, letter-sound correspondence, and letter/word writing by using nametags and letter-linked images. The authors also provide eight specific teaching strategies. Letter Links outlines the research behind the learning system and provides detailed examples of 64 initial letter sounds represented by 26 letters. These are the letter combinations you need to introduce the bookÂ's more than 25 fun-filled activities that involve the alphabetic principle, phonological awareness, sense of word, and vocabulary.
Author: Leslie Haley Wasserman
Publisher: Springer Science & Business Media
ISBN: 9400766718
Category : Education
Languages : en
Pages : 226
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Book Description
Information from neuroscience is growing and being properly used, and misused wich makes it imperative that educators receive accurate and practical information. This book provides the accurate and practical information educators (pre-service and in-service) and caregivers serving children birth through age 8 need to know. This volume takes a practical and cautionary stance. It reminds educators to consider the ethical implications of neuroscience when it is applied to education, reviews current findings from neuroscience and reveals the dangers of oversimplification and inappropriate extensions of neuroscience into curricula. It brings together a group of authors with varied expertise writing on an array of inter-related educational topics that will help educators use neuroscience to understand and address the cognitive, emotional, social, and behavioral needs of all young children, including those with exceptionalities. They believe neuroscience can be insightful and useful to educators if applied ethically and with care. The book offers strategies educators and caregivers can use to affect children today and the adults they can become.
Author: Jennifer Robbins
Publisher: "O'Reilly Media, Inc."
ISBN: 1491960159
Category :
Languages : en
Pages : 1096
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Book Description
Do you want to build web pages but have no prior experience? This friendly guide is the perfect place to start. You’ll begin at square one, learning how the web and web pages work, and then steadily build from there. By the end of the book, you’ll have the skills to create a simple site with multicolumn pages that adapt for mobile devices. Each chapter provides exercises to help you learn various techniques and short quizzes to make sure you understand key concepts. This thoroughly revised edition is ideal for students and professionals of all backgrounds and skill levels. It is simple and clear enough for beginners, yet thorough enough to be a useful reference for experienced developers keeping their skills up to date. Build HTML pages with text, links, images, tables, and forms Use style sheets (CSS) for colors, backgrounds, formatting text, page layout, and even simple animation effects Learn how JavaScript works and why the language is so important in web design Create and optimize web images so they’ll download as quickly as possible NEW! Use CSS Flexbox and Grid for sophisticated and flexible page layout NEW! Learn the ins and outs of Responsive Web Design to make web pages look great on all devices NEW! Become familiar with the command line, Git, and other tools in the modern web developer’s toolkit NEW! Get to know the super-powers of SVG graphics
Author: Richard S. Sutton
Publisher: MIT Press
ISBN: 0262352702
Category : Computers
Languages : en
Pages : 549
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Book Description
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
Author: Gareth James
Publisher: Springer Nature
ISBN: 3031387473
Category : Mathematics
Languages : en
Pages : 617
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Book Description
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309324882
Category : Social Science
Languages : en
Pages : 587
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Book Description
Children are already learning at birth, and they develop and learn at a rapid pace in their early years. This provides a critical foundation for lifelong progress, and the adults who provide for the care and the education of young children bear a great responsibility for their health, development, and learning. Despite the fact that they share the same objective - to nurture young children and secure their future success - the various practitioners who contribute to the care and the education of children from birth through age 8 are not acknowledged as a workforce unified by the common knowledge and competencies needed to do their jobs well. Transforming the Workforce for Children Birth Through Age 8 explores the science of child development, particularly looking at implications for the professionals who work with children. This report examines the current capacities and practices of the workforce, the settings in which they work, the policies and infrastructure that set qualifications and provide professional learning, and the government agencies and other funders who support and oversee these systems. This book then makes recommendations to improve the quality of professional practice and the practice environment for care and education professionals. These detailed recommendations create a blueprint for action that builds on a unifying foundation of child development and early learning, shared knowledge and competencies for care and education professionals, and principles for effective professional learning. Young children thrive and learn best when they have secure, positive relationships with adults who are knowledgeable about how to support their development and learning and are responsive to their individual progress. Transforming the Workforce for Children Birth Through Age 8 offers guidance on system changes to improve the quality of professional practice, specific actions to improve professional learning systems and workforce development, and research to continue to build the knowledge base in ways that will directly advance and inform future actions. The recommendations of this book provide an opportunity to improve the quality of the care and the education that children receive, and ultimately improve outcomes for children.
Author: Richard Deasy
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 180
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Book Description
Two purposes of this compendium are: (1) to recommend to researchers and funders of research promising lines of inquiry and study suggested by recent, strong studies of the academic and social effects of learning in the arts; and (2) to provide designers of arts education curriculum and instruction with insights found in the research that suggest strategies for deepening the arts learning experiences and are required to achieve the academic and social effects. The compendium is divided into six sections: (1) "Dance" (Summaries: Teaching Cognitive Skill through Dance; The Effects of Creative Dance Instruction on Creative and Critical Thinking of Seventh Grade Female Students in Seoul, Korea; Effects of a Movement Poetry Program on Creativity of Children with Behavioral Disorders; Assessment of High School Students' Creative Thinking Skills; The Impact of Whirlwind's Basic Reading through Dance Programs on First Grade Students' Basic Reading Skills; Art and Community; Motor Imagery and Athletic Expertise; Essay: Informing and Reforming Dance Education Research (K. Bradley)); (2) "Drama" (Summaries: Informing and Reforming Dance Education Research; The Effects of Creative Drama on the Social and Oral Language Skills of Children with Learning Disabilities; The Effectiveness of Creative Drama as an Instructional Strategy To Enhance the Reading Comprehension Skills of Fifth-Grade Remedial Readers; Role of Imaginative Play in Cognitive Development; A Naturalistic Study of the Relationship between Literacy Development and Dramatic Play in Five-Year-Old Children; An Exploration in the Writing of Original Scripts by Inner-City High School Drama Students; A Poetic/Dramatic Approach To Facilitate Oral Communication; Children's Story Comprehension as a Result of Storytelling and Story Dramatization; The Impact of Whirlwind's Reading Comprehension through Drama Program on 4th Grade Students' Reading Skills and Standardized Test Scores; The Effects of Thematic-Fantasy Play Training on the Development of Children's Story Comprehension; Symbolic Functioning and Children's Early Writing; Identifying Casual Elements in the Thematic-Fantasy Play Paradigm; The Effect of Dramatic Play on Children's Generation of Cohesive Text; Strengthening Verbal Skills through the Use of Classroom Drama; 'Stand and Unfold Yourself' A Monograph on the Shakespeare and Company Research Study; Nadie Papers No. 1, Drama, Language and Learning. Reports of the Drama and Language Research Project, Speech and Drama Center, Education Department of Tasmania; The Effects of Role Playing on Written Persuasion; 'You Can't Be Grandma: You're a Boy'; The Flight of Reading; Essay: Research on Drama and Theater in Education (J. Catterall)); (3) "Multi-Arts" (Summaries: Using Art Processes To Enhance Academic Self-Regulation; Learning in and through the Arts; Involvement in the Arts and Success in Secondary School; Involvement in the Arts and Human Development; Chicago Arts Partnerships in Education (CAPE); The Role of the Fine and Performing Arts in High School Dropout Prevention; Arts Education in Secondary Schools; Living the Arts through Language and Learning; Do Extracurricular Activities Protect against Early School Dropout?; Does Studying the Arts Engender Creative Thinking?; The Arts and Education Reform; Placing A+ in a National Context; The A+ Schools Program; The Arts in the Basic Curriculum Project; Mute Those Claims; Why the Arts Matter in Education Or Just What Do Children Learn When They Create an Opera?; SAT Scores of Students Who Study the Arts; Essay: Promising Signs of Positive Effects: Lessons from the Multi-Arts Studies (R. Horowitz; J. Webb-Dempsey)); (4) "Music" (Summaries: Effects of an Integrated Reading and Music Instructional Approach on Fifth-Grade Students' Reading Achievement, Reading Attitude, Music Achievement, and Music Attitude; The Effect of Early Music Training on Child Cognitive Development; Can Music Be Used To Teach Reading?; The Effects of Three Years of Piano Instruction on Children's Cognitive Development; Enhanced Learning of Proportional Math through Music Training and Spatial-Temporal Training; The Effects of Background Music on Studying; Learning To Make Music Enhances Spatial Reasoning; Listening to Music Enhances Spatial-Temporal Reasoning; An Investigation of the Effects of Music on Two Emotionally Disturbed Students' Writing Motivations and Writing Skills; The Effects of Musical Performance, Rational Emotive Therapy and Vicarious Experience on the Self-Efficacy and Self-Esteem of Juvenile Delinquents and Disadvantaged Children; The Effect of the Incorporation of Music Learning into the Second-Language Classroom on the Mutual Reinforcement of Music and Language; Music Training Causes Long-Term Enhancement of Preschool Children's Spatial-Temporal Reasoning; Classroom Keyboard Instruction Improves Kindergarten Children's Spatial-Temporal Performance; A Meta-Analysis on the Effects of Music as Reinforcement for Education/Therapy Objectives; Music and Mathematics; Essay: An Overview of Research on Music and Learning (L. Scripp)); (5) "Visual Arts" (Summaries: Instruction in Visual Art; The Arts, Language, and Knowing; Investigating the Educational Impact and Potential of the Museum of Modern Art's Visual Thinking Curriculum; Reading Is Seeing; Essay: Reflections on Visual Arts Education Studies (T. L. Baker)); and (6) "Overview" (Essay: The Arts and the Transfer of Learning (J. S. Catterall)). (BT)
