Learning Online

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Learning Online

George Veletsianos
Learning Online Book PDF

Author : George Veletsianos
Publisher : JHU Press
Page : 185 pages
File Size : 45,7 Mb
Release : 2020-05-19
Category : Education
ISBN : 9781421438108

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Learning Online by George Veletsianos Pdf

What's it really like to learn online?Learning Online: The Student Experience Online learning is ubiquitous for millions of students worldwide, yet our understanding of student experiences in online learning settings is limited. The geographic distance that separates faculty from students in an online environment is its signature feature, but it is also one that risks widening the gulf between teachers and learners. In Learning Online, George Veletsianos argues that in order to critique, understand, and improve online learning, we must examine it through the lens of student experience. Approaching the topic with stories that elicit empathy, compassion, and care, Veletsianos relays the diverse day-to-day experiences of online learners. Each in-depth chapter follows a single learner's experience while focusing on an important or noteworthy aspect of online learning, tackling everything from demographics, attrition, motivation, and loneliness to cheating, openness, flexibility, social media, and digital divides. Veletsianos also draws on these case studies to offer recommendations for the future and lessons learned. The elusive nature of online learners' experiences, the book reveals, is a problem because it prevents us from doing better: from designing more effective online courses, from making evidence-informed decisions about online education, and from coming to our work with the full sense of empathy that our students deserve. Writing in an evocative, accessible, and concise manner, Veletsianos concretely demonstrates why it is so important to pay closer attention to the stories of students—who may have instructive and insightful ideas about the future of education.

Assessment Strategies for Online Learning

Dianne Conrad,Jason Openo
Assessment Strategies for Online Learning Book PDF

Author : Dianne Conrad,Jason Openo
Publisher : Athabasca University Press
Page : 220 pages
File Size : 48,8 Mb
Release : 2018-07-15
Category : Education
ISBN : 9781771992329

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Assessment Strategies for Online Learning by Dianne Conrad,Jason Openo Pdf

Assessment has provided educational institutions with information about student learning outcomes and the quality of education for many decades. But has it informed practice and been fully incorporated into the learning cycle? Conrad and Openo argue that the potential inherent in many of the new learning environments being explored by educators and students has not been fully realized. In this investigation of a variety of assessment methods and learning approaches, the authors aim to discover the tools that engage learners and authentically evaluate education. They insist that moving to new learning environments, specifically those online and at a distance, afford opportunities for educators to adopt only the best practices of traditional face-to-face assessment while exploring evaluation tools made available by a digital learning environment in the hopes of arriving at methods that capture the widest set of learner skills and attributes.

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 : 54,5 Mb
Release : 2016-11-10
Category : Computers
ISBN : 9780262337373

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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.

The Theory and Practice of Online Learning

Terry Anderson
The Theory and Practice of Online Learning Book PDF

Author : Terry Anderson
Publisher : Athabasca University Press
Page : 485 pages
File Size : 46,9 Mb
Release : 2008
Category : Computers
ISBN : 9781897425084

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The Theory and Practice of Online Learning by Terry Anderson Pdf

"Neither an academic tome nor a prescriptive 'how to' guide, The Theory and Practice of Online Learning is an illuminating collection of essays by practitioners and scholars active in the complex field of distance education. Distance education has evolved significantly in its 150 years of existence. For most of this time, it was an individual pursuit defined by infrequent postal communication. But recently, three more developmental generations have emerged, supported by television and radio, teleconferencing, and computer conferencing. The early 21st century has produced a fifth generation, based on autonomous agents and intelligent, database-assisted learning, that has been referred to as Web 2.0. The second edition of "The Theory and Practice of Online Learning" features updates in each chapter, plus four new chapters on current distance education issues such as connectivism and social software innovations."--BOOK JACKET.

Learning Online

Barbara Means,Marianne Bakia,Robert Murphy
Learning Online Book PDF

Author : Barbara Means,Marianne Bakia,Robert Murphy
Publisher : Routledge
Page : 373 pages
File Size : 52,6 Mb
Release : 2014-04-03
Category : Education
ISBN : 9781136216572

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Learning Online by Barbara Means,Marianne Bakia,Robert Murphy Pdf

At a time when more and more of what people learn both in formal courses and in everyday life is mediated by technology, Learning Online provides a much-needed guide to different forms and applications of online learning. This book describes how online learning is being used in both K-12 and higher education settings as well as in learning outside of school. Particular online learning technologies, such as MOOCs (massive open online courses), multi-player games, learning analytics, and adaptive online practice environments, are described in terms of design principles, implementation, and contexts of use. Learning Online synthesizes research findings on the effectiveness of different types of online learning, but a major message of the book is that student outcomes arise from the joint influence of implementation, context, and learner characteristics interacting with technology--not from technology alone. The book describes available research about how best to implement different forms of online learning for specific kinds of students, subject areas, and contexts. Building on available evidence regarding practices that make online and blended learning more effective in different contexts, Learning Online draws implications for institutional and state policies that would promote judicious uses of online learning and effective implementation models. This in-depth research work concludes with a call for an online learning implementation research agenda, combining education institutions and research partners in a collaborative effort to generate and share evidence on effective practices.

Empowering Online Learning

Curtis J. Bonk,Ke Zhang
Empowering Online Learning Book PDF

Author : Curtis J. Bonk,Ke Zhang
Publisher : John Wiley & Sons
Page : 320 pages
File Size : 52,7 Mb
Release : 2009-10-29
Category : Education
ISBN : 9780470605479

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Empowering Online Learning by Curtis J. Bonk,Ke Zhang Pdf

This is an essential resource for anyone designing or facilitating online learning. It introduces an easy, practical model (R2D2: read, reflect, display, and do) that will show online educators how to deliver content in ways that benefit all types of learners (visual, auditory, observational, and kinesthetic) from a wide variety of backgrounds and skill levels. With a solid theoretical foundation and concrete guidance and examples, this book can be used as a handy reference, a professional guidebook, or a course text. The authors intend for it to help online instructors and instructional designers as well as those contemplating such positions design, develop, and deliver learner-centered online instruction. Empowering Online Learning has 25 unique activities for each phase of the R2D2 model as well as summary tables helping you pick and choose what to use whenever you need it. Each activity lists a description, skills addressed, advice, variations, cost, risk, and time index, and much more. This title is loaded with current information about emerging technologies (e.g., simulations, podcasts, wikis, blogs) and the Web 2.0. With a useful model, more than 100 online activities, the latest information on emerging technologies, hundreds of quickly accessible Web resources, and relevance to all types and ages of learners--Empowering Online Learning is a book whose time has come.

Learning Engineering for Online Education

Chris Dede,John Richards,Bror Saxberg
Learning Engineering for Online Education Book PDF

Author : Chris Dede,John Richards,Bror Saxberg
Publisher : Routledge
Page : 232 pages
File Size : 55,9 Mb
Release : 2018-10-12
Category : Education
ISBN : 9781351186179

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Learning Engineering for Online Education by Chris Dede,John Richards,Bror Saxberg Pdf

Learning Engineering for Online Education is a comprehensive overview of the emerging field of learning engineering, a form of educational optimization driven by analytics, design-based research, and fast-paced, large-scale experimentation. Chapters written by instructional design and distance learning innovators explore the theoretical context of learning engineering and provide design-based examples from top educational institutions. Concluding with an agenda for future research, this volume is essential for those interested in using data and high-quality outcome evidence to improve student engagement, instructional efficacy, and results in online and blended settings.

Learning Theory and Online Technologies

Linda Harasim
Learning Theory and Online Technologies Book PDF

Author : Linda Harasim
Publisher : Routledge
Page : 276 pages
File Size : 40,7 Mb
Release : 2012-03-22
Category : Education
ISBN : 9781136937750

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Learning Theory and Online Technologies by Linda Harasim Pdf

Learning Theory and Online Technologies offers a powerful overview of the current state of elearning, a foundation of its historical roots and growth, and a framework for distinguishing among the major approaches to elearning. It effectively addresses pedagogy (how to design an effective online environment for learning), evaluation (how to know that students are learning), and history (how past research can guide successful online teaching and learning outcomes). An ideal textbook for undergraduate education and communication programs, and Educational Technology Masters, PhD, and Certificate programs, readers will find Learning Theory and Online Technologies provides a synthesis of the key advances in elearning theory, the key frameworks of research, and clearly links theory and research to successful learning practice.

Building Online Learning Communities

Rena M. Palloff,Keith Pratt
Building Online Learning Communities Book PDF

Author : Rena M. Palloff,Keith Pratt
Publisher : John Wiley & Sons
Page : 335 pages
File Size : 43,9 Mb
Release : 2009-12-30
Category : Education
ISBN : 9780470605462

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Building Online Learning Communities by Rena M. Palloff,Keith Pratt Pdf

Building Online Learning Communities further explores the development of virtual classroom environments that foster a sense of community and empower students to take charge of their learning to successfully achieve learning outcomes. This is the second edition of the groundbreaking book by Rena Palloff and Keith Pratt and has been completely updated and expanded to include the most current information on effective online course development and delivery. A practical, hands-on guide, this resource is filled with illustrative case studies, vignettes, and examples from a wide variety of successful online courses. The authors offer proven strategies for handling challenges that include: Engaging students in the formation of an online learning community. Establishing a sense of presence online. Maximizing participation. Developing effective courses that include collaboration and reflection. Assessing student performance. Written for faculty in any distance learning environment, this revised edition is based on the authors many years of work in faculty development for online teaching as well as their extensive personal experience as faculty in online distance education. Rena M. Palloff and Keith Pratt share insights designed to guide readers through the steps of online course design and delivery.

Meaningful Online Learning

Nada Dabbagh,Rose M. Marra,Jane L. Howland
Meaningful Online Learning Book PDF

Author : Nada Dabbagh,Rose M. Marra,Jane L. Howland
Publisher : Routledge
Page : 216 pages
File Size : 42,5 Mb
Release : 2018-08-15
Category : Education
ISBN : 9781315528434

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Meaningful Online Learning by Nada Dabbagh,Rose M. Marra,Jane L. Howland Pdf

Meaningful Online Learning explores the design and facilitation of high-quality online learning experiences and outcomes through the integration of theory-based instructional strategies, learning activities, and proven educational technologies. Building on the authors’ years of synthesized research and expertise, this textbook prepares instructors in training to create, deliver, and evaluate learner-centered online pedagogies. Pre- and in-service K–12 teachers, higher education faculty, and instructional designers in private, corporate, or government settings will find a comprehensive approach and support system for their design efforts.

Interpretable Machine Learning

Christoph Molnar
Interpretable Machine Learning Book PDF

Author : Christoph Molnar
Publisher : Lulu.com
Page : 320 pages
File Size : 54,6 Mb
Release : 2020
Category : Artificial intelligence
ISBN : 9780244768522

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Interpretable Machine Learning by Christoph Molnar Pdf

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Emergence and Innovation in Digital Learning

George Veletsianos
Emergence and Innovation in Digital Learning Book PDF

Author : George Veletsianos
Publisher : Athabasca University Press
Page : 227 pages
File Size : 43,6 Mb
Release : 2016-06-01
Category : Education
ISBN : 9781771991490

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Emergence and Innovation in Digital Learning by George Veletsianos Pdf

Educational systems worldwide are facing an enormous shift as a result of sociocultural, political, economic, and technological changes. The technologies and practices that have developed over the last decade have been heralded as opportunities to transform both online and traditional education systems. While proponents of these new ideas often postulate that they have the potential to address the educational problems facing both students and institutions and that they could provide an opportunity to rethink the ways that education is organized and enacted, there is little evidence of emerging technologies and practices in use in online education. Because researchers and practitioners interested in these possibilities often reside in various disciplines and academic departments the sharing and dissemination of their work across often rigid boundaries is a formidable task. Contributors to Emergence and Innovation in Digital Learning include individuals who are shaping the future of online learning with their innovative applications and investigations on the impact of issues such as openness, analytics, MOOCs, and social media. Building on work first published in Emerging Technologies in Distance Education, the contributors to this collection harness the dispersed knowledge in online education to provide a one-stop locale for work on emergent approaches in the field. Their conclusions will influence the adoption and success of these approaches to education and will enable researchers and practitioners to conceptualize, critique, and enhance their understanding of the foundations and applications of new technologies.

Creating Online Learning Experiences

Matt Crosslin,Justin Dellinger,Rebecca Heiser,Brett Benham,Brittany Usman,Amber Patterson,Peggy Semingson,Catherine Spann,Harriet Watkins
Creating Online Learning Experiences Book PDF

Author : Matt Crosslin,Justin Dellinger,Rebecca Heiser,Brett Benham,Brittany Usman,Amber Patterson,Peggy Semingson,Catherine Spann,Harriet Watkins
Publisher : Unknown
Page : 214 pages
File Size : 55,9 Mb
Release : 2018-06-22
Category : Education
ISBN : 0989887812

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Creating Online Learning Experiences by Matt Crosslin,Justin Dellinger,Rebecca Heiser,Brett Benham,Brittany Usman,Amber Patterson,Peggy Semingson,Catherine Spann,Harriet Watkins Pdf

This book provides an updated look at issues that comprise the online learning experience creation process. As online learning evolves, the lines and distinctions between various classifications of courses has blurred and often vanished. Classic elements of instructional design remain relevant at the same time that newer concepts of learning experience are growing in importance. However, problematic issues new and old still have to be addressed. This handbook explores many of these topics for new and experienced designers alike, whether creating traditional online courses, open learning experiences, or anything in between.

Humanizing Online Teaching and Learning

Whitney Kilgore
Humanizing Online Teaching and Learning Book PDF

Author : Whitney Kilgore
Publisher : Createspace Independent Publishing Platform
Page : 232 pages
File Size : 53,6 Mb
Release : 2016-11-24
Category : Educational technology
ISBN : 1540632016

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Humanizing Online Teaching and Learning by Whitney Kilgore Pdf

The book is a collection of chapters written by the participants of a free open course on the Canvas Open Network entitled Humanizing Online Instruction. In the course, a variety of methods for increasing presence in online courses were shared in this multi-institutional, international, online professional learning opportunity.

Online Learning

Nada Dabbagh,Brenda Bannan-Ritland
Online Learning Book PDF

Author : Nada Dabbagh,Brenda Bannan-Ritland
Publisher : Prentice Hall
Page : 382 pages
File Size : 46,7 Mb
Release : 2005
Category : Education
ISBN : UVA:X004808786

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Online Learning by Nada Dabbagh,Brenda Bannan-Ritland Pdf

Jill couldn't help falling for Todd. He was handsome, charming, and they had incredible chemistry, but he had a wife, and they had an arrangement. Learning to live in a poly-amorous relationship was different for everyone involved. But they adjusted. Then entered Dean. Witty, romantic, and entirely available to be Jill's alone, he swept Jill off her feet in a way that would have answered her desires, but now only left her confused. A marriage proposal from Dean brought even more questions. Could Jill learn to be the one?