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Learning For Action
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Book Synopsis Learning in Action by : David A. Garvin
Download or read book Learning in Action written by David A. Garvin and published by Harvard Business Review Press. This book was released on 2003-03-25 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most managers today understand the value of building a learning organization. Their goal is to leverage knowledge and make it a key corporate asset, yet they remain uncertain about how best to get started. What they lack are guidelines and tools that transform abstract theory—the learning organization as an ideal—into hands-on implementation. For the first time in Learning in Action, David Garvin helps managers make the leap from theory to proven practice. Garvin argues that at the heart of organizational learning lies a set of processes that can be designed, deployed, and led. He starts by describing the basic steps in every learning process—acquiring, interpreting, and applying knowledge—then examines the critical challenges facing managers at each of these stages and the various ways the challenges can be met. Drawing on decades of scholarship and a wealth of examples from a wide range of fields, Garvin next introduces three modes of learning—intelligence gathering, experience, and experimentation—and shows how each mode is most effectively deployed. These approaches are brought to life in complete, richly detailed case studies of learning in action at organizations such as Xerox, L. L. Bean, the U. S. Army, and GE. The book concludes with a discussion of the leadership role that senior executives must play to make learning a day-to-day reality in their organizations.
Book Synopsis Action Learning in Action by : Michael J. Marquardt
Download or read book Action Learning in Action written by Michael J. Marquardt and published by Davies-Black Publishing. This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marquardt brings together the six essential elements with realistic advice, practical wisdom, and such tools as checklists and a comprehensive glossary of terms. Readers can learn to leverage action learning to solve problems, develop employees, enhance personal growth, and create organizational learning.
Book Synopsis Blended Learning in Action by : Catlin R. Tucker
Download or read book Blended Learning in Action written by Catlin R. Tucker and published by Corwin Press. This book was released on 2016-09-03 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Deep Reinforcement Learning in Action by : Alexander Zai
Download or read book Deep Reinforcement Learning in Action written by Alexander Zai and published by Manning. This book was released on 2020-04-28 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Humans learn best from feedback—we are encouraged to take actions that lead to positive results while deterred by decisions with negative consequences. This reinforcement process can be applied to computer programs allowing them to solve more complex problems that classical programming cannot. Deep Reinforcement Learning in Action teaches you the fundamental concepts and terminology of deep reinforcement learning, along with the practical skills and techniques you’ll need to implement it into your own projects. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Deep reinforcement learning AI systems rapidly adapt to new environments, a vast improvement over standard neural networks. A DRL agent learns like people do, taking in raw data such as sensor input and refining its responses and predictions through trial and error. About the book Deep Reinforcement Learning in Action teaches you how to program AI agents that adapt and improve based on direct feedback from their environment. In this example-rich tutorial, you’ll master foundational and advanced DRL techniques by taking on interesting challenges like navigating a maze and playing video games. Along the way, you’ll work with core algorithms, including deep Q-networks and policy gradients, along with industry-standard tools like PyTorch and OpenAI Gym. What's inside Building and training DRL networks The most popular DRL algorithms for learning and problem solving Evolutionary algorithms for curiosity and multi-agent learning All examples available as Jupyter Notebooks About the reader For readers with intermediate skills in Python and deep learning. About the author Alexander Zai is a machine learning engineer at Amazon AI. Brandon Brown is a machine learning and data analysis blogger. Table of Contents PART 1 - FOUNDATIONS 1. What is reinforcement learning? 2. Modeling reinforcement learning problems: Markov decision processes 3. Predicting the best states and actions: Deep Q-networks 4. Learning to pick the best policy: Policy gradient methods 5. Tackling more complex problems with actor-critic methods PART 2 - ABOVE AND BEYOND 6. Alternative optimization methods: Evolutionary algorithms 7. Distributional DQN: Getting the full story 8.Curiosity-driven exploration 9. Multi-agent reinforcement learning 10. Interpretable reinforcement learning: Attention and relational models 11. In conclusion: A review and roadmap
Book Synopsis Optimizing the Power of Action Learning by :
Download or read book Optimizing the Power of Action Learning written by and published by . This book was released on 2017 with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Machine Learning in Action by : Peter Harrington
Download or read book Machine Learning in Action written by Peter Harrington and published by Simon and Schuster. This book was released on 2012-04-03 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Turning Learning Into Action by : Emma Weber
Download or read book Turning Learning Into Action written by Emma Weber and published by Kogan Page. This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improve learning transfer in your organisation with this book which provides a step-by-step methodology for facilitating genuine behavioural change and accountability back in the workplace.
Book Synopsis Standards-based Learning in Action by : Tom Schimmer
Download or read book Standards-based Learning in Action written by Tom Schimmer and published by Solution Tree. This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to overcome the knowing-doing gap in standards-based learning systems, and move toward unpacking the standards and learning targets your students need.
Book Synopsis The Action Learning Handbook by : Anne Brockbank
Download or read book The Action Learning Handbook written by Anne Brockbank and published by Routledge. This book was released on 2003-12-16 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Action learning is a continued process of learning and reflection with the support of a group of colleagues, working on real issues. The action learning method is increasingly used to bring innovation to many different fields of work. The principles of action learning can achieve improvement and transformation in a wide range of applications and disciplines, including professional training and educational contexts. This book is a comprehensive guide to action learning which maintains an accessible, practical focus throughout. It is packed with useful resources, including case studies and ideas for workshop sessions. Key topics covered include: * action learning in professional and educational settings * setting up, facilitating and evaluating an action learning programme * the roles and skills required to practice successfully * use of action learning in relation to the individual, the group and the organization * the role of reflection; and action learning theory. Newcomers to the area of action learning will find this an essential introduction which can be put to use straight away, while more experienced practitioners seeking a deeper understanding will value the thorough analysis of action learning theory.
Book Synopsis Reasoning, Learning, and Action by : Chris Argyris
Download or read book Reasoning, Learning, and Action written by Chris Argyris and published by Jossey-Bass. This book was released on 1982-05-18 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: A three-pronged approach to overcoming mediocrity, presented by one of the nation's top business theorist. Replete with case examples, this book details how employee reasoning, learning and action--properly developed--can counteract the self-defeating behavior affecting many organizations.
Book Synopsis Action Learning in Practice by : Mike Pedler
Download or read book Action Learning in Practice written by Mike Pedler and published by Gower Publishing, Ltd.. This book was released on 2011 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Previous editions of this book established themselves as authoritative overviews of action learning practice around the globe. Given the increase in action learning activity since this book last appeared, the demand for an up-to-date edition has grown. Whilst chapters on action learning are now obligatory in every collection on leadership and management development, there is still no competing specialist work of this nature.
Book Synopsis Visible Learning into Action by : John Hattie
Download or read book Visible Learning into Action written by John Hattie and published by Routledge. This book was released on 2015-10-30 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently at the Visible Learning Conference, Professor John Hattie stood up in his opening address and said, "I’m looking at you all and thinking ‘What if I got this wrong?’" I feel the same way when educators ask to visit and I always end up in the same place – that Keilor Views is a living, breathing example that he didn’t. -- Charles Branciforte, Principal of Keilor Views Primary School, Melbourne, Australia Visible Learning into Action takes the next step in the evolving Visible Learning story. It translates one of the biggest and most critically acclaimed education research projects ever undertaken into case studies of actual success stories, implementing John Hattie’s ideas in the classrooms of schools all around the world. The evidenced case studies presented in this book describe the Visible Learning journeys of fifteen schools from Australia, USA, Hong Kong, UK, Sweden, New Zealand and Norway and are representative of the VL international community of schools in their quest to ensure all of their students exceed their potential for academic success. Each school’s story will inform and inspire, bringing to life the discussions, actions and reflections from leaders, teachers, students and families. This book features extensive, interactive appendices containing study guide questions to encourage critical thinking, annotated endnotes with recommendations for further reading and links to YouTube and relevant websites. Drawing on the latest research into the major principles and strategies of learning, this essential resource is structured into five parts: Know thy impact; Effective feedback; Visible learners; Inspired and passionate teachers; The Visible Learning School. Visible Learning into Action is aimed at any student, teacher or parent requiring an up-to-date commentary on how research into human learning processes can inform our teaching and what goes on in our schools.
Download or read book Action Learning written by Ian McGill and published by Psychology Press. This book was released on 2001 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2001. Routledge is an imprint of Taylor & Francis, an informa company.
Book Synopsis In Search of Deeper Learning by : Jal Mehta
Download or read book In Search of Deeper Learning written by Jal Mehta and published by Harvard University Press. This book was released on 2019-04-22 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.
Book Synopsis Action Learning and Action Research by : Ortrun Zuber-Skerritt
Download or read book Action Learning and Action Research written by Ortrun Zuber-Skerritt and published by Emerald Group Publishing. This book was released on 2019-03-11 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Action Learning and Action Research deepens understanding and contributes to new knowledge about the theory, practice and processes of Action Learning (AL) and Action Research. It clarifies what constitutes AL/AR in its many forms and what it is not.
Book Synopsis Learning For Action by : Peter Checkland
Download or read book Learning For Action written by Peter Checkland and published by John Wiley & Sons. This book was released on 2007-04-02 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the father of Soft Systems Methodology (SSM), Peter Checkland, comes a new, accessible text which clearly and concisely looks at SSM. The book leaves out all of the development detail and historical/intellectual material which can be found in Checkland’s other classic works, but contains the practical essentials that will allow teachers to teach SSM accurately and students to learn it with real understanding. Features: · Short and definitive account of SSM containing the practical essentials. · Written with great clarity and presented in a reader-friendly way. · Contains examples of SSM in action. · Includes cases.
Book Synopsis ABC of Action Learning by : Reg Revans
Download or read book ABC of Action Learning written by Reg Revans and published by Gower Publishing, Ltd.. This book was released on 2012-09-28 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reg Revans based his theories of Action Learning on 30 years of work and observation. This revised and updated reissue of the definitive text, ABC of Action Learning, is a clear, easily-read primer for anyone wishing to learn about and apply his methods. It offers a succinct, practical guide to integrating action learning into every-day situations, and enhancing the practical and managerial skills of the workforce.
