Download or read book Improving Student Learning at Scale written by Keston H. Fulcher and published by Taylor & Francis. This book was released on 2023-07-03 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a step-by-step guide for improving student learning in higher education. The authors argue that a fundamental obstacle to improvement is that higher educators, administrators, and assessment professionals do not know how to improve student learning at scale. By this they mean improvement efforts that span an entire program, affecting all affiliated students. The authors found that faculty and administrators particularly struggle to conceptualize and implement multi-section, multi-course improvement efforts. It is unsurprising that ambitious, wide-reaching improvement efforts like these would pose difficulty in their organization and implementation. This is precisely the problem the authors address. The book provides practical strategies for learning improvement, enabling faculty to collaborate, and integrating leadership, social dynamics, curriculum, pedagogy, assessment, and faculty development. In Chapter 2, the authors tell a program-level improvement story from the perspective of a faculty member. Chapter 3 inverts Chapter 2. Beginning from the re-assess stage, the authors work their way back to the individual faculty member first pondering whether she can do something to impact students’ skills. They peel back each layer of the process and imagine how learning improvement efforts might be thwarted at each stage. Chapters 4 through 9 dig deeper into the learning improvement steps introduced in Chapters 2 and 3. Each chapter provides strategies to help higher educators climb each step successfully. Chapter 10 paints a picture of what higher education could look like in 2041 if learning improvement were embraced. And, finally, Chapter 11 describes what you can do to support the movement.

Download or read book Teaching at Scale written by David Joyner and published by Taylor & Francis. This book was released on 2022-10-25 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching at Scale explores the characteristics and parameters of large-scale online learning by identifying, in its perceived drawbacks, a wealth of educational opportunities in disguise. Scalable learning platforms have exploded in popularity over recent years, with MOOCS (massive open online courses), online degree programs, informal learning communities, and alternative credentials all drawing significant enrollments. But, as many educators are asking, are the challenges to delivering education at scale too great and the compromises too many? This book guides instructors to leverage their complex responsibilities—open-ended assessments at scale, individuated feedback to students, academic integrity in less controlled environments, and more—into significant assets. Informed by real-world institutional experience as well as key research in cognitive science and the learning sciences, each chapter provides practical strategies for educators and administrators seeking to solve problems and fulfill the high-quality, broad-access potential of large-scale instruction for lifelong learners.

Download or read book Learning to Improve written by Anthony S. Bryk and published by Harvard Education Press. This book was released on 2015-03-01 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a field, education has largely failed to learn from experience. Time after time, promising education reforms fall short of their goals and are abandoned as other promising ideas take their place. In Learning to Improve, the authors argue for a new approach. Rather than “implementing fast and learning slow,” they believe educators should adopt a more rigorous approach to improvement that allows the field to “learn fast to implement well.” Using ideas borrowed from improvement science, the authors show how a process of disciplined inquiry can be combined with the use of networks to identify, adapt, and successfully scale up promising interventions in education. Organized around six core principles, the book shows how “networked improvement communities” can bring together researchers and practitioners to accelerate learning in key areas of education. Examples include efforts to address the high rates of failure among students in community college remedial math courses and strategies for improving feedback to novice teachers. Learning to Improve offers a new paradigm for research and development in education that promises to be a powerful driver of improvement for the nation’s schools and colleges.

Download or read book ECEL2015 14th European Conference on e Learning written by Amanda Jefferies and Marija Cubric and published by Academic Conferences and publishing limited. This book was released on 2015-10-13 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: These Proceedings represent the work of contributors to the 14th European Conference on e-Learning, ECEL 2015, hosted this year by the University of Hertfordshire, Hatfield, UK on 29-30 October 2015. The Conference and Programme Co-Chairs are Pro-fessor Amanda Jefferies and Dr Marija Cubric, both from the University of Hertfordshire. The conference will be opened with a keynote address by Professor Patrick McAndrew, Director, Institute of Educational Tech-nology, Open University, UK with a talk on "Innovating for learning: designing for the future of education." On the second day the keynote will be delivered by Professor John Traxler, University of Wolverhampton, UK on the subject of "Mobile Learning - No Longer Just e-Learning with Mobiles." ECEL provides a valuable platform for individuals to present their research findings, display their work in progress and discuss conceptual advances in many different branches of e-Learning. At the same time, it provides an important opportunity for members of the EL community to come together with peers, share knowledge and exchange ideas. With an initial submission of 169 abstracts, after the double blind, peer review process there are 86 academic papers,16 Phd Papers, 5 Work in Progress papers and 1 non academic papers in these Conference Proceedings. These papers reflect the truly global nature of research in the area with contributions from Algeria, Australia, Austria, Belgium, Botswana, Canada, Chile, Cov-entry, Czech Republic, Denmark, Egypt, England, Estonia, France, Germany, Ireland, Japan, Kazakhstan, New Zealand, Nigeria, Norway, Oman, Portugal, Republic of Kazakhstan, Romania, Saudi Arabia, Scotland, Singapore, South Africa, Sweden, the Czech Republic, Turkey, Uganda, UK, United Arab Emirates, UK and USA, Zimbabwe. A selection of papers - those agreed by a panel of reviewers and the editor will be published in a special conference edition of the EJEL (Electronic Journal of e-Learning www.ejel.org ).

Download or read book Deep Learning at Scale written by Suneeta Mall and published by "O'Reilly Media, Inc.". This book was released on 2024-06-18 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that lies at the intersection of hardware, software, data, and algorithms, is required. This book illustrates complex concepts of full stack deep learning and reinforces them through hands-on exercises to arm you with tools and techniques to scale your project. A scaling effort is only beneficial when it's effective and efficient. To that end, this guide explains the intricate concepts and techniques that will help you scale effectively and efficiently. You'll gain a thorough understanding of: How data flows through the deep-learning network and the role the computation graphs play in building your model How accelerated computing speeds up your training and how best you can utilize the resources at your disposal How to train your model using distributed training paradigms, i.e., data, model, and pipeline parallelism How to leverage PyTorch ecosystems in conjunction with NVIDIA libraries and Triton to scale your model training Debugging, monitoring, and investigating the undesirable bottlenecks that slow down your model training How to expedite the training lifecycle and streamline your feedback loop to iterate model development A set of data tricks and techniques and how to apply them to scale your training model How to select the right tools and techniques for your deep-learning project Options for managing the compute infrastructure when running at scale

Download or read book Intelligent Tutoring Systems written by Alessandro Micarelli and published by Springer. This book was released on 2016-06-01 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Tutoring Systems, ITS 2016, held in Zagreb, Croatia, in June 2016. The 20 revised full papers, 32 short papers, 35 posters, and 7 young researchers’ track papers presented in this volume were carefully reviewed and selected from 147 submissions. The specific theme of the ITS 2016 conference is "Adaptive Learning in Real World Contexts". ITS 2016 covers a wide range of topics such as: intelligent tutoring; informal learning environments, learning as a side effect of interactions; collaborative and group learning, communities of practice and social networks; simulation-based learning and serious games; dialogue and discourse during learning interactions; co-adaptation between technologies and human learning; ubiquitous and mobile learning environments; empirical studies of learning with technologies, understanding human learning on the web; adaptive support for learning, models of learners, diagnosis and feedback; modeling of motivation, metacognition, and affect aspects of learning; recommender systems for learning; virtual pedagogical agents and learning companions; ontological modeling, semantic web technologies and standards for learning; multi-agent and service oriented architectures for learning and tutoring environments; educational exploitation of data mining and machine learning techniques; instructional design principles or design patterns for educational environments; authoring tools and development methodologies for advanced learning technologies; domain-specific learning technologies, e.g. language, mathematics, reading, science, medicine, military, and industry; non conventional interactions between artificial intelligence and human learning; and privacy and security in e-learning environments.

Download or read book MOOCs and Libraries written by Kyle K. Courtney and published by Rowman & Littlefield. This book was released on 2015-08-13 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: MOOCs or massive open online courses that can be attended by hundreds of thousands of students at the same time have become wildly popular in recent years, and have begun to gain traction with libraries as well. There are many potential roles for libraries in MOOCs including: development, support, assessment, modeling, teaching, and preservation. In MOOCs and Libraries, learn how you can utilize MOOCs for staff training, bibliographic instruction, supporting faculty curriculum, and more! Readers of this start-to-finish guide to MOOC's in libraries will learn all about MOOC creation, from early stage planning, pedagogy, and equipment selection, to filming and launch, including: How to Choose Hardware and Software for Your MOOC Planning your first MOOC project Planning for a Library MOOC Video Project How to Develop MOOC Scripts Storyboarding Choosing a MOOC Filming Location How to create MOOCs for bibliographic instruction How to create MOOCs for staff training How to create video lectures and screencasts

Download or read book The Digital Age and Its Discontents written by Matteo Stocchetti and published by Helsinki University Press. This book was released on 2020-08-11 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Three decades into the ‘digital age’, the promises of emancipation of the digital ‘revolution’ in education are still unfulfilled. Furthermore, digitalization seems to generate new and unexpected challenges – for example, the unwarranted influence of digital monopolies, the radicalization of political communication, and the facilitation of mass surveillance, to name a few. This volume is a study of the downsides of digitalization and the re-organization of the social world that seems to be associated with it. In a critical perspective, technological development is not a natural but a social process: not autonomous from but very much dependent upon the interplay of forces and institutions in society. While influential forces seek to establish the idea that the practices of formal education should conform to technological change, here we support the view that education can challenge the capitalist appropriation of digital technology and, therefore, the nature and direction of change associated with it. This volume offers its readers intellectual prerequisites for critical engagement. It addresses themes such as Facebook’s response to its democratic discontents, the pedagogical implications of algorithmic knowledge and quantified self, as well as the impact of digitalization on academic profession. Finally, the book offers some elements to develop a vision of the role of education: what should be done in education to address the concerns that new communication technologies seem to pose more risks than opportunities for freedom and democracy.

Download or read book Science Teaching Essentials written by Cynthia J. Brame and published by Academic Press. This book was released on 2019-02-06 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science Teaching Essentials: Short Guides to Good Practice serves as a reference manual for science faculty as they set up a new course, consider how to teach the course, figure out how to assess their students fairly and efficiently, and review and revise course materials. This book consists of a series of short chapters that instructors can use as resources to address common teaching problems and adopt evidence-based pedagogies. By providing individual chapters that can be used independently as needed, this book provides faculty with a just-in-time teaching resource they can use to draft a new syllabus. This is a must-have resource for science, health science and engineering faculty, as well as graduate students and post-docs preparing for future faculty careers. Provides easily digested, practical, research-based information on how to teach Allows faculty to efficiently get up-to-speed on a given pedagogy or assessment method Addresses the full range of faculty experiences as they being to teach for the first time or want to reinvent how they teach

Download or read book Inclusive Education Is a Right Right written by and published by BRILL. This book was released on 2020-10-26 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seeks to engage with researchers, students, education professionals, leaders, advocacy organisations, and people experiencing exclusion to consider human rights in relation to inclusive education.

Download or read book Learning Engineering for Online Education written by Chris Dede and published by Routledge. This book was released on 2018-10-12 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Educational visions written by Rebecca Ferguson and published by Ubiquity Press. This book was released on 2019-12-18 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: What have been the biggest successes in educational technology – and why have they succeeded when others have failed? Educational Visions shows how innovations including citizen science, learning at scale, inclusive education, learning design and analytics have developed over decades. The book is shaped by the visions pursued by one research group for the past 40 years. It outlines the group’s framework for innovation and shows how this can be put into practice to achieve long-term results that benefit both students and teachers at every educational level.

Download or read book Artificial Intelligence in Education written by Carolyn Penstein Rosé and published by Springer. This book was released on 2018-06-20 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNAI 10947 and LNAI 10948 constitutes the proceedings of the 19th International Conference on Artificial Intelligence in Education, AIED 2018, held in London, UK, in June 2018.The 45 full papers presented in this book together with 76 poster papers, 11 young researchers tracks, 14 industry papers and 10 workshop papers were carefully reviewed and selected from 192 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas.

Download or read book Digital Badges in Education written by Lin Y. Muilenburg and published by Routledge. This book was released on 2016-03-22 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, digital badging systems have become a credible means through which learners can establish portfolios and articulate knowledge and skills for both academic and professional settings. Digital Badges in Education provides the first comprehensive overview of this emerging tool. A digital badge is an online-based visual representation that uses detailed metadata to signify learners’ specific achievements and credentials in a variety of subjects across K-12 classrooms, higher education, and workplace learning. Focusing on learning design, assessment, and concrete cases in various contexts, this book explores the necessary components of badging systems, their functions and value, and the possible problems they face. These twenty-five chapters illustrate a range of successful applications of digital badges to address a broad spectrum of learning challenges and to help readers formulate solutions during the development of their digital badges learning projects.

Download or read book Innovations in Learning and Technology for the Workplace and Higher Education written by David Guralnick and published by Springer Nature. This book was released on 2021-11-12 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the topics such as online learning methodologies, case studies, new technologies in learning (such as virtual reality, augmented reality, holograms, and artificial intelligence), adaptive learning, and project-based learning. New technologies provide us with new opportunities to create new learning experiences, leveraging research from a variety of disciplines along with imagination and creativity. The Learning Ideas Conference was created to bring researchers, practitioners, and others together to discuss, innovate, and create. The Learning Ideas Conference 2021 was the 14th annual conference and the first under its new name (following on its predecessors, the International Conference on E-Learning in the Workplace and the International Conference on Interactive Collaborative and Blended Learning). The conference was held online from June 14-18, 2021, and included two special tracks: The ALICE (Adaptive Learning via Interactive, Collaborative and Emotional Approaches) Special Track and a track entitled Building a University of Tomorrow, from the Xi'an Jiaotong-Liverpool University (XJTLU) in China. The papers included in this book may be of interest to researchers in pedagogy and learning theory, university faculty members and administrators, learning and development specialists, user experience designers, and others.

Download or read book Digital Education Out to the World and Back to the Campus written by Carlos Delgado Kloos and published by Springer. This book was released on 2017-05-19 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 5th European Conference, EMOOCs 2017, held in Leganés, Madrid, Spain, in May 2017. The 23 full and 10 short papers presented in this volume were carefully reviewed and selected from 53 submissions. Massive Open Online Courses (MOOCs) have marked a milestone in the use of technology for education. The reach, potential, and possibilities of EMOOCs are immense. But they are not only restricted to global outreach: the same technology can be used to improve teaching on campus and training inside companies and institutions.

Download or read book Data Mining and Learning Analytics written by Samira ElAtia and published by John Wiley & Sons. This book was released on 2016-09-26 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining’s four guiding principles— prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM’s emerging role in helping to advance educational research—from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing. This book features contributions from international experts in a variety of fields. Includes case studies where data mining techniques have been effectively applied to advance teaching and learning Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research.