Learning In Action
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Learning In Action
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Author : David A. Garvin
language : en
Publisher: Harvard Business Review Press
Release Date : 2003-03-25
Learning In Action written by David A. Garvin and has been published by Harvard Business Review Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-03-25 with Business & Economics categories.
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.
Machine Learning In Action
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Author : Peter Harrington
language : en
Publisher: Manning
Release Date : 2012-04-19
Machine Learning In Action written by Peter Harrington and has been published by Manning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-19 with Computers categories.
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
Blended Learning In Action
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Author : Catlin R. Tucker
language : en
Publisher: Corwin Press
Release Date : 2016-09-03
Blended Learning In Action written by Catlin R. Tucker and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-03 with Education categories.
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
Lifelong Learning In Action
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Author : Norman Longworth
language : en
Publisher: Routledge
Release Date : 2003-12-16
Lifelong Learning In Action written by Norman Longworth and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-12-16 with Education categories.
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.
Action Learning In Action
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Author : Michael J. Marquardt
language : en
Publisher: Davies-Black Publishing
Release Date : 1999
Action Learning In Action written by Michael J. Marquardt and has been published by Davies-Black Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Business & Economics categories.
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.
Standards Based Learning In Action
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Author : Tom Schimmer
language : en
Publisher: Solution Tree
Release Date : 2018
Standards Based Learning In Action written by Tom Schimmer and has been published by Solution Tree this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Education categories.
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.
Action Learning In Practice
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Author : Mike Pedler
language : en
Publisher: Gower Publishing, Ltd.
Release Date : 2011
Action Learning In Practice written by Mike Pedler and has been published by Gower Publishing, Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
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.
The Action Learning Handbook
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Author : Anne Brockbank
language : en
Publisher: Routledge
Release Date : 2003-12-16
The Action Learning Handbook written by Anne Brockbank and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-12-16 with Education categories.
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.
Learning Styles In Action
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Author : Barbara Prashnig
language : en
Publisher: Network Continuum
Release Date : 2006-07
Learning Styles In Action written by Barbara Prashnig and has been published by Network Continuum this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-07 with Education categories.
The sequel to Barbara Prashnig's influential book The Power of Diversity
Universal Design For Learning In Action
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Author : Whitney H. Rapp
language : en
Publisher:
Release Date : 2014-05-31
Universal Design For Learning In Action written by Whitney H. Rapp and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-31 with EDUCATION categories.
"Easy-to-understand and implement strategies for teaching using universal design for learning to reach all learners"--