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Learning In 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 272 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 Let Your Life Speak by : Parker J. Palmer
Download or read book Let Your Life Speak written by Parker J. Palmer and published by John Wiley & Sons. This book was released on 2015-06-22 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: PLEASE NOTE: Some recent copies of Let Your Life Speak included printing errors. These issues have been corrected, but if you purchased a defective copy between September and December 2019, please send proof of purchase to [email protected] to receive a replacement copy. Dear Friends: I'm sorry that after 20 years of happy traveling, Let Your Life Speak hit a big pothole involving printing errors that resulted in an unreadable book. But I'm very grateful to my publisher for moving quickly to see that people who received a defective copy have a way to receive a good copy without going through the return process. We're all doing everything we can to make things right, and I'm grateful for your patience. Thank you, Parker J. Palmer With wisdom, compassion, and gentle humor, Parker J. Palmer invites us to listen to the inner teacher and follow its leadings toward a sense of meaning and purpose. Telling stories from his own life and the lives of others who have made a difference, he shares insights gained from darkness and depression as well as fulfillment and joy, illuminating a pathway toward vocation for all who seek the true calling of their lives.
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 248 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 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 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 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 Publications. 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 Automated Machine Learning in Action by : Qingquan Song
Download or read book Automated Machine Learning in Action written by Qingquan Song and published by Simon and Schuster. This book was released on 2022-06-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. --
Book Synopsis Learning and Memory by : Marilee Sprenger
Download or read book Learning and Memory written by Marilee Sprenger and published by ASCD. This book was released on 1999 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain research is much in the news, but what is its relevance in the classroom? Are there ways to take what brain researchers are discovering about learning and memory and apply it to the situations that educators face every day? Practicing teacher and author Marilee Sprenger tells how to do just that in this book. Sprenger has spent years studying neurological research and training other educators in brain compatible teaching methods. This background, combined with her long career as a classroom teacher, has given her priceless knowledge of what works in a multitude of classroom situations. Current brain research is as amazing as it can be confusing. This book discusses in plain terms the structure, function, and development of the human brain. The author describes the five "memory lanes"--semantic, episodic, procedural, automatic, and emotional--and tells how they function in learning and memory. She offers dozens of practical suggestions for teaching and assessing in brain-compatible ways. Bridging the gap between theory and practice, the book offers valid, usable, "What you can do on Monday" ideas to incorporate into the classroom. This is an approach to brain research that educators at all levels can apply in their daily work.
Book Synopsis Turning Learning Into Action by : Emma Weber
Download or read book Turning Learning Into Action written by Emma Weber and published by . This book was released on 2021-02-03 with total page 264 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 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 318 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.
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 Learning Styles in Action by : Barbara Prashnig
Download or read book Learning Styles in Action written by Barbara Prashnig and published by Network Continuum. This book was released on 2006-07 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sequel to Barbara Prashnig's influential book The Power of Diversity
Book Synopsis Lifelong Learning in Action by : Norman Longworth
Download or read book Lifelong Learning in Action written by Norman Longworth and published by Routledge. This book was released on 2003-12-16 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the concept of lifelong learning came to prominence much excellent work has been undertaken but, as Professor Longworth's new book shows, major change in some areas is still needed if the concept of learning from cradle to grave is to become a true reality. Using his unique vantage point from consulting with schools, universities, local, governmental and global authorities, Professor Longworth brings the development of lifelong learning bang up-to-date with a complete survey of the principles of lifelong learning including examples from around the world and crucial information on the impact of lifelong learning on 21st century schools.
Book Synopsis Optimizing the Power of Action Learning by : Michael J. Marquardt
Download or read book Optimizing the Power of Action Learning written by Michael J. Marquardt and published by Hachette UK. This book was released on 2018-06-14 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Third Edition of the field-defining book Originated by Reg Revans in the 1940s, the Action Learning Model was refined and then reintroduced by lead author Michael Marquardt to organizations globally as a powerful tool for improving organizational performance. Today, Marquardt is widely considered to be the modern "father" of the Action Learning approach. For this new edition, Marquardt has teamed up with three Action Learning experts from Asia and the UK who bring a broader global approach to what has become THE seminal book in the field. Each chapter has been updated for alignment with today's practice and implementation of Action Learning in organizations, including fresh information on virtual Action Learning, guidance on implementing Action Learning and becoming a Certified Action Learning Coach, and many new case studies.
Book Synopsis Learning-Focused Leadership in Action by : Michael S. Knapp
Download or read book Learning-Focused Leadership in Action written by Michael S. Knapp and published by Routledge. This book was released on 2014-03-21 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an educational context where school and district performance is of increasing focus, it’s essential for leaders at all levels of the educational system to focus on improving student performance. This volume zeros in on a promising set of strategies and practices for all leaders to motivate, support, and sustain learning in contemporary schools. Learning-Focused Leadership in Action explores what it means for educational leadership to be "learning-focused," what this looks like in practice at both the school and district level, and how such leadership changes can be set in motion. Drawing on extensive case study research in schools and districts that are making progress on learning improvement, this volume explores how leaders at all levels of the educational system can productively seek to improve the quality of learning opportunities and student performance, no matter how challenging the circumstances.
Book Synopsis Universal Design for Learning in Action by : Whitney H. Rapp
Download or read book Universal Design for Learning in Action written by Whitney H. Rapp and published by Brookes Publishing Company. This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 100 UDL strategies that strengthen student engagement, learning, and assessment.
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.
