Deeper Learning

Deeper Learning Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Deeper Learning book. This book definitely worth reading, it is an incredibly well-written.

Deep Learning

Ian Goodfellow,Yoshua Bengio,Aaron Courville
Deep Learning Book PDF

Author : Ian Goodfellow,Yoshua Bengio,Aaron Courville
Publisher : MIT Press
Page : 801 pages
File Size : 51,7 Mb
Release : 2016-11-10
Category : Computers
ISBN : 9780262337373

Get Book

Deep Learning by Ian Goodfellow,Yoshua Bengio,Aaron Courville Pdf

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.

Deeper Learning

Monica R. Martinez,Dennis McGrath
Deeper Learning Book PDF

Author : Monica R. Martinez,Dennis McGrath
Publisher : The New Press
Page : 166 pages
File Size : 54,5 Mb
Release : 2018-06-05
Category : Education
ISBN : 9781620973974

Get Book

Deeper Learning by Monica R. Martinez,Dennis McGrath Pdf

The acclaimed exploration of how public education can cultivate innovators—with a foreword by Russlynn Ali, a leading advocate for remaking schools Dime-a-dozen ideas for reforming education seem to be everywhere these days but few actually transform the everyday experience of the 50-million-plus students who are regularly subjected to traditional lecturing, note-taking, and rote learning—often with dismal results. Enter Deeper Learning, "a fast read [that] will interest educators who want to produce self-motivated, passionate learners" (Library Journal). Offering "uplifting" (Kirkus Reviews) anecdotes in what Tom Carroll of the National Commission on Teaching and America's Future calls a "rare blend of inspiration and practical action," Deeper Learning provides a blueprint for creating flexible environments that put students at the helm of their own collaborative learning experience. This paperback edition includes a new foreword by renowned education advocate Russlynn Ali and will empower and inspire educators everywhere to address the need for schools to be genuinely innovative.

In Search of Deeper Learning

Jal Mehta,Sarah Fine
In Search of Deeper Learning Book PDF

Author : Jal Mehta,Sarah Fine
Publisher : Harvard University Press
Page : 465 pages
File Size : 51,7 Mb
Release : 2019-04-22
Category : Education
ISBN : 9780674988392

Get Book

In Search of Deeper Learning by Jal Mehta,Sarah Fine Pdf

"The best book on high school dynamics I have ever read."--Jay Mathews, Washington Post An award-winning professor and an accomplished educator take us beyond the hype of reform and inside some of America's most innovative classrooms to show what is working--and what isn't--in our schools. What would it take to transform industrial-era schools into modern organizations capable of supporting deep learning for all? Jal Mehta and Sarah Fine's quest to answer this question took them inside some of America's most innovative schools and classrooms--places where educators are rethinking both what and how students should learn. The story they tell is alternately discouraging and hopeful. Drawing on hundreds of hours of observations and interviews at thirty different schools, Mehta and Fine reveal that deeper learning is more often the exception than the rule. And yet they find pockets of powerful learning at almost every school, often in electives and extracurriculars as well as in a few mold-breaking academic courses. These spaces achieve depth, the authors argue, because they emphasize purpose and choice, cultivate community, and draw on powerful traditions of apprenticeship. These outliers suggest that it is difficult but possible for schools and classrooms to achieve the integrations that support deep learning: rigor with joy, precision with play, mastery with identity and creativity. This boldly humanistic book offers a rich account of what education can be. The first panoramic study of American public high schools since the 1980s, In Search of Deeper Learning lays out a new vision for American education--one that will set the agenda for schools of the future.

Deep Learning

Michael Fullan,Joanne Quinn,Joanne McEachen
Deep Learning Book PDF

Author : Michael Fullan,Joanne Quinn,Joanne McEachen
Publisher : Corwin Press
Page : 209 pages
File Size : 47,9 Mb
Release : 2017-11-06
Category : Education
ISBN : 9781506368597

Get Book

Deep Learning by Michael Fullan,Joanne Quinn,Joanne McEachen Pdf

New Pedagogies for Deep Learning (NDPL) provides a comprehensive strategy for systemwide transformation. Using the 6 competencies of NDPL and a wealth of vivid examples, Fullan re-defines and re-examines what deep learning is and identifies the practical strategies for revolutionizing learning and leadership.

Teaching for Deeper Learning

Jay McTighe,Harvey F. Silver
Teaching for Deeper Learning Book PDF

Author : Jay McTighe,Harvey F. Silver
Publisher : ASCD
Page : 196 pages
File Size : 52,7 Mb
Release : 2020-01-22
Category : Education
ISBN : 9781416628651

Get Book

Teaching for Deeper Learning by Jay McTighe,Harvey F. Silver Pdf

Far too often, our students attain only a superficial level of knowledge that fails to prepare them for deeper challenges in school and beyond. In Teaching for Deeper Learning, renowned educators and best-selling authors Jay McTighe and Harvey F. Silver propose a solution: teaching students to make meaning for themselves. Contending that the ability to "earn" understanding will equip students to thrive in school, at work, and in life, the authors highlight seven higher-order thinking skills that facilitate students' acquisition of information for greater retention, retrieval, and transfer. These skills, which cut across content areas and grade levels and are deeply embedded in current academic standards, separate high achievers from their low-performing peers. Drawing on their deep well of research and experience, the authors - Explore what kind of content is worth having students make meaning about. - Provide practical tools and strategies to help teachers target each of the seven thinking skills in the classroom. - Explain how teachers can incorporate the thinking skills and tools into lesson and unit design. - Show how teachers can build students' capacity to use the strategies independently. If our goal is to prepare students to meet the rigorous demands of school, college, and career, then we must foster their ability to respond to such challenges. This comprehensive, practical guide will enable teachers to engage students in the kind of learning that yields enduring understanding and valuable skills that they can use throughout their lives.

Deeper Learning

James A. Bellanca
Deeper Learning Book PDF

Author : James A. Bellanca
Publisher : Solution Tree Press
Page : 80 pages
File Size : 47,9 Mb
Release : 2014-11-14
Category : Education
ISBN : 9781936763368

Get Book

Deeper Learning by James A. Bellanca Pdf

Education authorities from around the globe explore deeper learning, a process that promotes higher-order thinking, reasoning, and problem solving to better educate students and prepare them for college and careers. Relying on research as well as their own experience, the authors show how to use intensive curriculum, instruction, assessment, and leadership practices to meet the needs of 21st century learners.

Dive Into Deep Learning

Joanne Quinn,Joanne McEachen,Michael Fullan,Mag Gardner,Max Drummy
Dive Into Deep Learning Book PDF

Author : Joanne Quinn,Joanne McEachen,Michael Fullan,Mag Gardner,Max Drummy
Publisher : Corwin Press
Page : 297 pages
File Size : 48,5 Mb
Release : 2019-07-15
Category : Education
ISBN : 9781544385402

Get Book

Dive Into Deep Learning by Joanne Quinn,Joanne McEachen,Michael Fullan,Mag Gardner,Max Drummy Pdf

The leading experts in system change and learning, with their school-based partners around the world, have created this essential companion to their runaway best-seller, Deep Learning: Engage the World Change the World. This hands-on guide provides a roadmap for building capacity in teachers, schools, districts, and systems to design deep learning, measure progress, and assess conditions needed to activate and sustain innovation. Dive Into Deep Learning: Tools for Engagement is rich with resources educators need to construct and drive meaningful deep learning experiences in order to develop the kind of mindset and know-how that is crucial to becoming a problem-solving change agent in our global society. Designed in full color, this easy-to-use guide is loaded with tools, tips, protocols, and real-world examples. It includes: • A framework for deep learning that provides a pathway to develop the six global competencies needed to flourish in a complex world — character, citizenship, collaboration, communication, creativity, and critical thinking. • Learning progressions to help educators analyze student work and measure progress. • Learning design rubrics, templates and examples for incorporating the four elements of learning design: learning partnerships, pedagogical practices, learning environments, and leveraging digital. • Conditions rubrics, teacher self-assessment tools, and planning guides to help educators build, mobilize, and sustain deep learning in schools and districts. Learn about, improve, and expand your world of learning. Put the joy back into learning for students and adults alike. Dive into deep learning to create learning experiences that give purpose, unleash student potential, and transform not only learning, but life itself.

Deeper Learning, Dialogic Learning, and Critical Thinking

Emmanuel Manalo
Deeper Learning Dialogic Learning and Critical Thinking Book PDF

Author : Emmanuel Manalo
Publisher : Routledge
Page : 394 pages
File Size : 54,9 Mb
Release : 2019-09-30
Category : Education
ISBN : 9781000627428

Get Book

Deeper Learning, Dialogic Learning, and Critical Thinking by Emmanuel Manalo Pdf

Deeper learning, dialogic learning, and critical thinking are essential capabilities in the 21st-century environments we now operate. Apart from being important in themselves, they are also crucial in enabling the acquisition of many other 21st-century skills/capabilities such as problem solving, collaborative learning, innovation, information and media literacy, and so on. However, the majority of teachers in schools and instructors in higher education are inadequately prepared for the task of promoting deeper learning, dialogic learning, and critical thinking in their students. This is despite the fact that there are educational researchers who are developing and evaluating strategies for such promotion. The problem is bridging the gap between the educational researchers’ work and what gets conveyed to teachers and instructors as evidence-based, usable strategies. This book addresses that gap: in it, leading scholars from around the world describe strategies they have developed for successfully cultivating students’ capabilities for deeper learning and transfer of what they learn, dialogic learning and effective communication, and critical thought. They explore connections in the promotion of these capabilities, and they provide, in accessible form, research evidence demonstrating the efficacy of the strategies. They also discuss answers to the questions of how and why the strategies work. A seminal resource, this book creates tangible links between innovative educational research and classroom teaching practices to address the all-important question of how we can realize our ideals for education in the 21st century. It is a must read for pre-service and in-service teachers, teacher educators and professional developers, and educational researchers who truly care that we deliver education that will prepare and serve students for life.

Leadership for Deeper Learning

Jayson W. Richardson,Justin Bathon,Scott McLeod
Leadership for Deeper Learning Book PDF

Author : Jayson W. Richardson,Justin Bathon,Scott McLeod
Publisher : CRC Press
Page : 138 pages
File Size : 45,5 Mb
Release : 2021-07-27
Category : Education
ISBN : 9781000409536

Get Book

Leadership for Deeper Learning by Jayson W. Richardson,Justin Bathon,Scott McLeod Pdf

This exciting book explores how leaders have implemented, sustained, and pushed innovative, deeper learning opportunities in their school settings. Across the United States and around the world, the concept of a school is growing more action-oriented, performance-focused, digitally relevant, and democratically infused. In this book, you’ll hear from real schools and leaders about practices that are changing schools and leading to deeper learning experiences across seven categories of innovative practice—including vision, agency in learning, trust in teachers, openness to new ideas, over-communicating change, equity mindedness, and courage to live outside norms. Leadership for Deeper Learning looks at how school leaders change the status quo and create different learning environments for students and teachers. Rich in stories and strategies, this book will provide you with the ideas and tools to rethink and reignite learning for the future.

Harnessing Technology for Deeper Learning

Scott McLeod,Julie Graber
Harnessing Technology for Deeper Learning Book PDF

Author : Scott McLeod,Julie Graber
Publisher : Solutions for Creating the Lea
Page : 0 pages
File Size : 50,9 Mb
Release : 2018-09-21
Category : Education
ISBN : 1943874085

Get Book

Harnessing Technology for Deeper Learning by Scott McLeod,Julie Graber Pdf

"By embracing technology in the classroom instead of ignorning or banning it, every educator can promote deeper learning across all subjects and grade levels. Using the 4 Shifts Protocol, 'Harnessing Technology for Deeper Learning' imparts valuable strategies for avoiding missteps, overcoming implemention challenges, and (re)designing instruction that is both meaningful and engaging".

Deeper Competency-Based Learning

Karin Hess,Rose Colby,Daniel Joseph
Deeper Competency Based Learning Book PDF

Author : Karin Hess,Rose Colby,Daniel Joseph
Publisher : Corwin
Page : 249 pages
File Size : 41,9 Mb
Release : 2020-05-06
Category : Education
ISBN : 9781544397092

Get Book

Deeper Competency-Based Learning by Karin Hess,Rose Colby,Daniel Joseph Pdf

The roadmap for your school’s CBE journey! Employ the WHAT (deeper academic and personalized learning), the WHY (equity), and the HOW (learner-centered approaches) of Competency-Based Education, maximizing the time, place, and pace of student learning. Make the shift to CBE using best practices from the authors’ CBE implementation experiences across states, districts, and schools. Build the foundation with organizational shifts - policy, leadership, culture, and professional learning Shift teaching-learning structures—rigorous learning, performance assessment, and evidence-based grading and reporting Dive into student-centered classrooms—personalized instruction and shifting mindsets for teacher-student roles, responsibilities, and classroom culture

Deeper Learning With QR Codes and Augmented Reality

Monica Burns
Deeper Learning With QR Codes and Augmented Reality Book PDF

Author : Monica Burns
Publisher : Corwin Press
Page : 105 pages
File Size : 41,8 Mb
Release : 2016-02-17
Category : Education
ISBN : 9781506331768

Get Book

Deeper Learning With QR Codes and Augmented Reality by Monica Burns Pdf

Engaging, interactive learning—right in your students’ hands! What if your students’ mobile devices became an instructional asset rather than a distraction? Discover how free, scannable technology can enrich learning, while captivating students. Best of all, these technologies are easy to quickly implement within your classroom. Learn about QR codes and Augmented Reality (AR) Reach each student with new, hands-on learning opportunities Embrace the ACES Framework for teaching with scannable technologies: Access, Curate, Engage, and Share Promote self-directed learning and showcase students’ creations Leverage technology to connect classroom activities with students’ families and the broader community

Implementing Deeper Learning and 21st Century Education Reforms

Fernando M. Reimers
Implementing Deeper Learning and 21st Century Education Reforms Book PDF

Author : Fernando M. Reimers
Publisher : Springer Nature
Page : 198 pages
File Size : 47,8 Mb
Release : 2020-11-04
Category : Education
ISBN : 9783030570392

Get Book

Implementing Deeper Learning and 21st Century Education Reforms by Fernando M. Reimers Pdf

This open access book is a comparative analysis of recent large scale education reforms that broadened curriculum goals to better prepare students for the 21st century. The book examines what governments actually do when they broaden curriculum goals, with attention to the details of implementation. To this end, the book examines system level reforms in six countries at various levels of development. The study includes system level reforms in jurisdictions where students achieve high levels in international assessments of basic literacies, such as Singapore and Ontario, Canada, as well as in nations where students achieve much lower levels, such as Kenya, Mexico, Punjab-Pakistan and Zimbabwe. The chapters examine system-level reforms that focus on strengthening the capacity to teach the basics, as in Ontario and Pakistan, as well as reforms that aim at building the capacity to teach a much broader set of competencies and skills, such as Kenya, Mexico, Singapore and Zimbabwe. The volume includes systems at very different levels of spending per student and reforms at various points in the cycle of policy implementation, some just starting, some struggling to survive a governmental transition, and others that have been in place for an extended period of time. From the comparative study of these reforms, we aim to provide an understanding of how to build the capacity of education systems to teach 21st century skills at scale in diverse settings.

Deep Learning for Coders with fastai and PyTorch

Jeremy Howard,Sylvain Gugger
Deep Learning for Coders with fastai and PyTorch Book PDF

Author : Jeremy Howard,Sylvain Gugger
Publisher : O'Reilly Media
Page : 624 pages
File Size : 44,6 Mb
Release : 2020-06-29
Category : Computers
ISBN : 9781492045496

Get Book

Deep Learning for Coders with fastai and PyTorch by Jeremy Howard,Sylvain Gugger Pdf

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Deep Learning

John D. Kelleher
Deep Learning Book PDF

Author : John D. Kelleher
Publisher : MIT Press
Page : 298 pages
File Size : 53,8 Mb
Release : 2019-09-10
Category : Computers
ISBN : 9780262537551

Get Book

Deep Learning by John D. Kelleher Pdf

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars. Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains that deep learning enables data-driven decisions by identifying and extracting patterns from large datasets; its ability to learn from complex data makes deep learning ideally suited to take advantage of the rapid growth in big data and computational power. Kelleher also explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive (and comprehensible) introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning—major trends, possible developments, and significant challenges.