The book was written because the Department of Education, Government of Maharashtra wanted to make learning faster and progressive. Creative Educators, a registered NGO, has been demonstrating a revolutionary teaching technique in schools and colleges based on the concept of constructivism. National Curriculum Framework 2005 and the National Policy on Education also want constructivism in education. Constructivism can be achieved if teachers stop teaching through lectures and inspire students to think and construct new knowledge. There are hardly any signs in education that this is being carried out. Thousands of seminars are held on constructivism. However, students are not trained to construct knowledge. Constructivism means that a student constructs knowledge by combining what he knows and what is made available to him. The new knowledge that he constructs is as per his objectives and understanding. This construction of knowledge is possible if students read, speak, think, write and listen on the course material available. This improves if students discuss in permanent groups of six which contain good, bad and average students. This advances groups dynamics, peer learning and peer pressure. These are vital for learning. The technique of Creative Educators has been demonstrated on six million students. Written feedbacks from them have unanimous approval for the technique. Students said their concentration, learning and confidence improved by using the technique. The technique is explained in this book. The book advances constructivism to makes learning fast and progressive. We believe that this technique can make India rich and prosperous.

Accelerated learning, isn't that just for gifted students? Accelerating the Learning of All Students: Cultivating Culture Change in Schools, Classrooms, and Individuals answers that question while providing a vivid description of what happens at the school, classroom, and individual levels when people attempt to extend efforts to accelerate learning to all students. The book begins with a definition of accelerated learning and provides a vivid description of efforts to accelerate the learning of three populations of students: those identified as gifted, those identified as low-achieving, and all students. The book then examines the assumptions shaping school, classroom, and individual efforts to accelerate the learning of all students. Written by a pair of educators, one trained in gifted and talented education and the other in cultura anthropology, this book provides teachers, parents, administrators, and researchers with insight into why we continue to fail so many students and how we can cultivate change in schools, classrooms, and individuals so that all students receive the enriched, challenging learning experiences typically reserved only for students identified as gifted.

This book presents a compilation of extended version of selected papers from the 19th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2020) and focuses on deep learning networks in applications such as pneumonia detection in chest X-ray images, object detection and classification, RGB and depth image fusion, NLP tasks, dimensionality estimation, time series forecasting, building electric power grid for controllable energy resources, guiding charities in maximizing donations, and robotic control in industrial environments. Novel ways of using convolutional neural networks, recurrent neural network, autoencoder, deep evidential active learning, deep rapid class augmentation techniques, BERT models, multi-task learning networks, model compression and acceleration techniques, and conditional Feature Augmented and Transformed GAN (cFAT-GAN) for the above applications are covered in this book. Readers will find insights to help them realize novel ways of using deep learning architectures and algorithms in real-world applications and contexts, making the book an essential reference guide for academic researchers, professionals, software engineers in the industry, and innovative product developers.

Speed in acquiring the knowledge and skills to perform tasks is crucial. Yet, it still ordinarily takes many years to achieve high proficiency in countless jobs and professions, in government, business, industry, and throughout the private sector. There would be great advantages if regimens of training could be established that could accelerate the achievement of high levels of proficiency. This book discusses the construct of ‘accelerated learning.’ It includes a review of the research literature on learning acquisition and retention, focus on establishing what works, and why. This includes several demonstrations of accelerated learning, with specific ideas, plans and roadmaps for doing so. The impetus for the book was a tasking from the Defense Science and Technology Advisory Group, which is the top level Science and Technology policy-making panel in the Department of Defense. However, the book uses both military and non-military exemplar case studies. It is likely that methods for acceleration will leverage technologies and capabilities including virtual training, cross-training, training across strategic and tactical levels, and training for resilience and adaptivity. This volume provides a wealth of information and guidance for those interested in the concept or phenomenon of "accelerating learning"— in education, training, psychology, academia in general, government, military, or industry.

This book focuses on the shift from training to learning to collaborative learning in the modern socially networked age. It also covers how to accelerate talent engagement, development and organisational change for Breakthrough Results. It outlines key principles, processes and tools to accelerate learning in organisations, using the latest research in Neuroscience and practical case studies which bring learning to life. The book covers paradigm shifts in learning; whole brain, whole person approaches to learning; creating learning cultures; and designing Accelerated Learning programmes which are relevant to individuals, business leaders and learning specialists.Accelerated Learning for Breakthrough Results covers the following topics, and ends with two case studies that will show how all of the various aspects of accelerated learning can be pulled together to create real, high impact learning for breakthrough results. PART 1: Paradigm Shift for Accelerated LearningPART 2: Whole Brain, Whole Person Approach to LearningPART 3: Creating a Learning CulturePART 4: Designing Accelerated Learning ProgrammesPART 5: Making it Real - Case Studies of Accelerated LearningThe authors invite readers to engage with the topic, and accelerate their learning through various gamification mechanics and brain-break activities in the book and online. There is a rabbit warren of resources, tools and rewards available through opting in to an online process and ways of interacting with other readers and learners through social media.Contributing Authors: Natalie Cunningham, John Gatherer, Darryn van den Berg"e;In many ways this book reminded me of Peter Senge's The Fifth Discipline, which similarly inspired me a few years back. This book is very detailed, and discusses new approaches, techniques ... and methods to achieve liberating yet learning-centred breakthrough results at individual, team and organisational level. Chief Human Resource Officers as well as their peers, and Chief Learning Officers and their associated practitioners, will all benefit from not just reading this very compelling text but studying and applying all its valuable lessons in their quest both to accelerate learning and achieve tangible results."e;~ Johan Ludike, Head of Talent Management, Yum University, Yum Brands Africa"e;Congratulations to Debbie and Kerryn, who have captured the essence of accelerated learning, a process which, particularly in a dynamic markets context, is so important to change the status quo, where so many people have potential for greatness but have often lacked opportunities and mentorship."e;~ Shaun Rozyn, Executive Director: Corporate Education, Gordon Institute of Business Science "e;What an amazing read - it is truly a book that keeps on giving! It stimulates thinking about accelerated learning and is full of modern and practical content, presented in an easily accessible and understandable manner. The gamification throughout the book places the reader in the milieu of an active learner through the experience of reading the book and accelerating one's own learning."e; ~ Liza Govender, Executive Manager: Talent, Transnet"e;Both Kerryn and Debbie bring their valuable practical lessons learnt, their passion for this subject, and their deep expertise in this field to us in a practical and useful manner. I have had the [good] fortune of working in organisations and in consulting for organisations in this field for over 20 years, and I wish I had had this book 20 years ago already!"e;~ Lou-Anne Lubbe, previous MD, People & Organisation Talent, Accenture South Africa

Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

This valuable book dispels common myths about acceleration, reviews social/emotional considerations, and provides tools for effectively determining the most appropriate learning options for gifted students.

From the 1890s through World War II, the greatest hopes of American progressive reformers lay not in the government, the markets, or other seats of power but in urban school districts and classrooms. The Importance of Being Urban focuses on four western school systems—in Denver, Oakland, Portland, and Seattle—and their efforts to reconfigure public education in the face of rapid industrialization and the perceived perils [GDA1] of the modern city. In an era of accelerated immigration, shifting economic foundations, and widespread municipal shake-ups, reformers argued that the urban school district could provide the broad blend of social, cultural, and educational services needed to prepare students for twentieth-century life. These school districts were a crucial force not only in orchestrating educational change, but in delivering on the promise of democracy. David A. Gamson’s book provides eye-opening views of the histories of American education, urban politics, and the Progressive Era.

"What was the interrelationship between education and society during the twentieth century in the United States and India? What is the essence of the historical development of educational policies and social systems in these two countries? What philosophical views and developmental courses underlie their outdoor-oriented education? What are their aims of outdoor-oriented education? What procedures are connected with their outdoor-oriented education? These questions are examined in this unique volume.This book is divided into three parts. The first part creates a context for the comparison of the issues concerning education and society. The central point of departure used here regards education as being closely related to the totality of culture and human activity. The dialectic process between education and society is realized differently in accordance with the value objectives that provide the background for different societies. This comparative educational study uses a historico-hermeneutical approach. The second part analyzes the social systems and educational policies of the United States and India following their developmental trends and patterns. The nature of the relationship between education and society for each country is further brought into focus when it is interpreted from the perspective of the philosophical views, pedagogical aims, and procedures of twentieth-century outdoor-oriented education. The case studies provide an interesting insight into how changes in educational policy have been reflected in the every-day pedagogical procedures used in schools in the United States and India.The third part is an analysis and comparison of the phenomena previously presented that are related to education and society through the lenses suggested by sociological theories. It compares the dimensions of the interrelationship between education and society from the standpoint of outdoor-oriented education in the two countries during the twentieth century.This thought-provoking volume is intended for anybody interested in the interplay between education and society in all its complexity. It offers a fascinating journey into the past and present of the issues that have defined the development of education and society in the United States and India."

"This volume is grounded in the thesis that information technology may offer the only viable avenue to the implementation of constructivist and progressive educational principles in higher education, and that the numerous efforts now under way to realize these principles deserve examination and evaluation"--Provided by publisher.