Flexible Learning in Action

Flexible Learning in Action PDF

Author: Hudson, Rachel

Publisher: Routledge

Published: 2014-05-12

Total Pages: 208

ISBN-13: 1135366942

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First Published in 1997. Pressures to find ways of delivering courses to new markets, lifelong learners and part-time students have all contributed to the growth in finding ways of delivering flexible learning. This book provides case studies to illustrate the diversity of approaches and gives advice on good practice. The case studies paint a broad picture of flexible learning developments in higher education in the United Kingdom, Australia and the United States of America. Several trends concerning the introduction of flexible learning have emerged, and the contributors examine strategies that have been developed at an institutional or departmental level for supporting flexible learning initiatives.

Modular Online Learning Design

Modular Online Learning Design PDF

Author: Amanda Nichols Hess

Publisher: American Library Association

Published: 2020-12-14

Total Pages: 143

ISBN-13: 0838948146

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Does your online instruction program sometimes feel like a constant scramble to keep pace with requests and deadlines? Modular design is the answer. Approaching projects, whether large and small, with an eye towards future uses will put you on the path to accomplishing broader, organizational goals. And by intentionally building documentation and structure into your process, you will create content that can easily be scaled, modified, adapted, and transformed to meet different learner needs. Hess, experienced in online instruction in both K-12 and academic libraries, shows you how, using project examples of various sizes to illustrate each chapter’s concepts. Her resource guides you through such topics as the eight components of modular online learning design; key considerations for choosing the design model that best fits your organization and project; techniques for connecting your online learning goals with institutional strategy; using the IDEA process to align OER content with your instructional needs; documenting your planning with checklists, scaffolds, and templates; ensuring equity of access with all content formats using the Accessibility Inventory Index; principles for scaling up, down, or laterally; three models for more meaningful and functional collaboration with internal or external partners; and formative testing as a foundation for ongoing evaluation and assessment.

Developing Innovation in Online Learning

Developing Innovation in Online Learning PDF

Author: Maggie McPherson

Publisher: Routledge

Published: 2004-05-06

Total Pages: 168

ISBN-13: 1134310978

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Action research has become a valued research and educational development technique -an innovative approach through which a group of participants engage in self-reflection to improve practice. Developing Innovation in Online Learning introduces action research as a method of developing e-learning modules and courses. The book covers both the theory and practice of applying action research principles to develop online learning. The material is grounded in the experiences of practitioners and features practical advice, case studies, models for implementation, a design framework and e-tutoring strategies. The four 'building blocks' of e-learning covered are: * The organisational context * The pedagogic model * The educational setting * The evaluation process This book will be an essential resource for education managers, course developers, and educational researchers.

Machine Learning in Action

Machine Learning in Action PDF

Author: Peter Harrington

Publisher: Simon and Schuster

Published: 2012-04-03

Total Pages: 558

ISBN-13: 1638352453

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Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

Lifelong Learning in Action

Lifelong Learning in Action PDF

Author: John Cribbin

Publisher: Hong Kong University Press

Published: 2002-03-01

Total Pages: 495

ISBN-13: 9622095771

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Lifelong Learning is now central to the Hong Kong education reform agenda. As a recent Education Commission Report put it, 'lifelong learning is the key to Hong Kong's success'. This book focuses on the post-secondary, continuing and professional education (CPE) sector. It includes contributions from Hong Kong practitioners in the field as well as from eminent international scholars who are well acquainted with CPE in Hong Kong. The book is in three parts. The first part traces recent developments in CPE in Hong Kong and offers an up-to-date account of policy, programmes and provision. A profile of lifelong learners, drawing on recent research findings, is also provided. In the second part, practitioners from a diverse range of subject disciplines offer their perspectives on the issues. This part of the book contains a wealth of ideas and examples illustrating the practice of lifelong learning in Hong Kong. The third part examines the forces shaping post-secondary education in Hong Kong and explores emergent issues. Topics discussed include: the convergence of higher and continuing education, work-based learning, cross-border collaborations with mainland China, Hong Kong vocational education and training policy, and the legal challenges posed by on-line learning. Written primarily for academic managers and teachers in the adult and continuing education sector, this book will also be of interest to (postgraduate) students of lifelong learning, comparative education researchers, CPE policy-makers, employers and human resources managers. It is a timely contribution to the current debate on the future shape of education in Hong Kong. The two Editors' combined experience in tertiary sector teaching and administration totals 57 years. They are now both working in the School of Professional and Continuing Education, The University of Hong Kong (HKU SPACE). John Cribbin is the School Secretary and Registrar; a graduate of University College London and Leicester University, he has previously worked at King's College London and the UK Open University. Peter Kennedy is a Senior Programme Director responsible for programmes in the fields of human resource management and training, as well as in English and theatre studies.

Balance With Blended Learning

Balance With Blended Learning PDF

Author: Catlin R. Tucker

Publisher: Corwin Press

Published: 2020-01-09

Total Pages: 194

ISBN-13: 1544389507

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Rethink the roles, responsibilities, and workflow in your blended learning classroom and enjoy balance in your life. Blended learning offers educators the opportunity to reimagine teaching and learning. It allows teachers to partner with their students to assess, track, and reflect on learning. This partnership gives teachers more time and energy to innovate and personalize learning while providing students the opportunity to be active agents driving their own growth. If one thing is certain after the 2019-2020 school year, blended learning is here to stay. Learning must be a shared endeavor between the teacher and the learner. This book provides teachers with strategies to rethink traditional workflows to make teaching practices sustainable. Written by blended learning expert, Catlin Tucker, this resource provides teachers with concrete strategies and resources they can use to partner with their students to actively engage them in setting goals, monitoring their development, reflecting on their growth, using feedback to improve work, assessing the quality of their work, and communicating their progress with parents. Balance With Blended Learning includes Practical strategies for teachers overwhelmed by their workloads Routines and protocols designed to move feedback and assessment into the classroom to eliminate much of the work teachers take home Ready-to-use templates and resources designed to help students take an active role in tracking, monitoring, and reflecting on their progress Vignettes written by teachers across disciplines Stories from the author′s extensive experience both as a teacher and blended -learning coach Redefining roles in a blended learning classroom encourages students to take ownership over their learning journeys and helps teachers feel more effective, efficient, and energized.

Blended Learning in Action

Blended Learning in Action PDF

Author: Catlin R. Tucker

Publisher: Corwin Press

Published: 2016-09-03

Total Pages: 248

ISBN-13: 1506341187

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Shift to blended learning to transform education Blended learning has the power to reinvent education, but the transition requires a new approach to learning and a new skillset for educators. Loaded with research and examples, Blended Learning in Action demonstrates the advantages a blended model has over traditional instruction when technology is used to engage students both inside the classroom and online. Readers will find: Breakdowns of the most effective classroom setups for blended learning Tips for leaders Ideas for personalizing and differentiating instruction using technology Strategies for managing devices in schools Questions to facilitate professional development and deeper learning

UDL and Blended Learning

UDL and Blended Learning PDF

Author: Katie Novak

Publisher: Impress, LP

Published: 2021-05-30

Total Pages: 232

ISBN-13: 9781948334310

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You can develop the skills to meet the needs of learners in any learning environment. This approachable, in-depth guide unites the adaptability of Universal Design for Learning with the flexibility of blended learning, equipping educators with the tools they need to create relevant, authentic, and meaningful learning pathways to meet students where they're at, no matter the time and place or their pace and path. With step-by-step guidance and clear strategies, authors Katie Novak and Catlin Tucker empower teachers to implement these frameworks in the classroom, with a focus on cultivating community, building equity, and increasing accessibility for all learners. As we face increasing uncertainty and frequent disruption to traditional ways of living and learning, UDL and Blended Learning offers bold, innovative, inclusive solutions for navigating a range of learning landscapes, from the home to the classroom and all points in between, no matter what obstacles may lie ahead.

Preparing Materials for Open, Distance and Flexible Learning

Preparing Materials for Open, Distance and Flexible Learning PDF

Author: Derek Rowntree

Publisher: Routledge

Published: 1994

Total Pages: 170

ISBN-13: 9780749411596

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To a greater extent than other students, open learners depend on the quality of their learning materials. If you are the teacher or trainer responsible for providing them, this task may be one of the most important aspects of your job. So what forms might your materials take? How might they best be obtained and developed? What needs to be done? This practical book guides you through all the key phases of planning and developing materials for open, distance or flexible learners. Each phase takes you through a sequence of development tasks supported by appropriate information, examples and checklists that the author has refined in numerous workshops and consultancies. By the time you have worked through the book, you should have completed and piloted the first draft of your learning package. Topics covered in detail include profiling your learners, agreeing aims and objectives, deciding content and sequence developing examples and activities, and making materials user-friendly