Long Life Learning

A visionary guide for the future of learning and work Long Life Learning: Preparing for Jobs That Don’t Even Exist Yet offers readers a fascinating glimpse into a near-future where careers last 100 years, and education lasts a lifetime. The book makes the case that learners of the future are going to repeatedly seek out educational opportunities throughout the course of their working lives — which will no longer have a beginning, middle, and end. Long Life Learning focuses on the disruptive and burgeoning innovations that are laying the foundation for a new learning model that includes clear navigation, wraparound and funding supports, targeted education, and clear connections to more transparent hiring processes. Written by the former chief innovation officer of Strada Education Network’s Institute for the Future of Work, the book examines: How will a dramatically extended lifespan affect our careers? How will more time in the workforce shape our educational demands? Will a four-year degree earned at the start of a 100-year career adequately prepare us for the challenges ahead? Perfect for anyone with an interest in the future of education and Clayton Christensen’s theories of disruptive innovation, Long Life Learning provides an invaluable glimpse into a future that many of us have not even begun to imagine.

Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model that is then used in its intended application. It makes no attempt to retain the learned knowledge and use it in subsequent learning. Unlike this isolated system, humans learn effectively with only a few examples precisely because our learning is very knowledge-driven: the knowledge learned in the past helps us learn new things with little data or effort. Lifelong learning aims to emulate this capability, because without it, an AI system cannot be considered truly intelligent. Research in lifelong learning has developed significantly in the relatively short time since the first edition of this book was published. The purpose of this second edition is to expand the definition of lifelong learning, update the content of several chapters, and add a new chapter about continual learning in deep neural networks—which has been actively researched over the past two or three years. A few chapters have also been reorganized to make each of them more coherent for the reader. Moreover, the authors want to propose a unified framework for the research area. Currently, there are several research topics in machine learning that are closely related to lifelong learning—most notably, multi-task learning, transfer learning, and meta-learning—because they also employ the idea of knowledge sharing and transfer. This book brings all these topics under one roof and discusses their similarities and differences. Its goal is to introduce this emerging machine learning paradigm and present a comprehensive survey and review of the important research results and latest ideas in the area. This book is thus suitable for students, researchers, and practitioners who are interested in machine learning, data mining, natural language processing, or pattern recognition. Lecturers can readily use the book for courses in any of these related fields.

How lessons from kindergarten can help everyone develop the creative thinking skills needed to thrive in today's society. In kindergartens these days, children spend more time with math worksheets and phonics flashcards than building blocks and finger paint. Kindergarten is becoming more like the rest of school. In Lifelong Kindergarten, learning expert Mitchel Resnick argues for exactly the opposite: the rest of school (even the rest of life) should be more like kindergarten. To thrive in today's fast-changing world, people of all ages must learn to think and act creatively—and the best way to do that is by focusing more on imagining, creating, playing, sharing, and reflecting, just as children do in traditional kindergartens. Drawing on experiences from more than thirty years at MIT's Media Lab, Resnick discusses new technologies and strategies for engaging young people in creative learning experiences. He tells stories of how children are programming their own games, stories, and inventions (for example, a diary security system, created by a twelve-year-old girl), and collaborating through remixing, crowdsourcing, and large-scale group projects (such as a Halloween-themed game called Night at Dreary Castle, produced by more than twenty kids scattered around the world). By providing young people with opportunities to work on projects, based on their passions, in collaboration with peers, in a playful spirit, we can help them prepare for a world where creative thinking is more important than ever before.

Create and sustain a culture of learning. If you read nothing else on learning, read these 10 articles by experts in the field. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you keep your skills fresh and relevant, support continuous improvement on your team, and prepare everyone in the organization to thrive over the long term. This book will inspire you to: Cultivate relentless curiosity Magnify your strengths and make yourself indispensable Nurture a growth mindset in yourself and others Deliver actionable feedback to help every employee excel Transform today's failure into tomorrow's success Reimagine your employee-development program Build a learning organization This collection of articles includes "Learning to Learn," by Erika Andersen; "Making Yourself Indispensable," by John H. Zenger, Joseph R. Folkman, and Scott K. Edinger; "Find the Coaching in Criticism," by Sheila Heen and Douglas Stone; "Teaching Smart People How to Learn," by Chris Argyris; "The Feedback Fallacy," by Marcus Buckingham and Ashley Goodall; "The Leader as Coach," by Herminia Ibarra and Anne Scoular; "Strategies for Learning from Failure," by Amy C. Edmondson; "Learning in the Thick of It," by Marilyn Darling, Charles Parry, and Joseph Moore; "Is Yours a Learning Organization?" by David A. Garvin, Amy C. Edmondson, and Francesca Gino; "Why Organizations Don't Learn," by Francesca Gino and Bradley Staats; "The Transformer CLO," by Abbie Lundberg and George Westerman; and "The Right Mindset for Success," an interview with Carol Dweck by Sarah Green Carmichael. HBR's 10 Must Reads paperback series is the definitive collection of books for new and experienced leaders alike. Leaders looking for the inspiration that big ideas provide, both to accelerate their own growth and that of their companies, should look no further. HBR's 10 Must Reads series focuses on the core topics that every ambitious manager needs to know: leadership, strategy, change, managing people, and managing yourself. Harvard Business Review has sorted through hundreds of articles and selected only the most essential reading on each topic. Each title includes timeless advice that will be relevant regardless of an ever‐changing business environment.

A comprehensive look at the promise and potential of online learning In our digital age, students have dramatically new learning needs and must be prepared for the idea economy of the future. In Getting Smart, well-known global education expert Tom Vander Ark examines the facets of educational innovation in the United States and abroad. Vander Ark makes a convincing case for a blend of online and onsite learning, shares inspiring stories of schools and programs that effectively offer "personal digital learning" opportunities, and discusses what we need to do to remake our schools into "smart schools." Examines the innovation-driven world, discusses how to combine online and onsite learning, and reviews "smart tools" for learning Investigates the lives of learning professionals, outlines the new employment bargain, examines online universities and "smart schools" Makes the case for smart capital, advocates for policies that create better learning, studies smart cultures

A beautiful invitation to discover your place in God's heart and let him set the pace for your life—from a wife and mother, singer-songwriter, and worship leader for Passion Conferences and IF:Gathering “Christy Nockels is a gentle, strong voice shepherding us into a fuller life with Jesus at the very center. This book will restore your weary soul.”—Jennie Allen, New York Times bestselling author of Get Out of Your Head and founder and visionary of IF:Gathering Christy Nockels knows firsthand how easily our desire to serve God—even when using the gifts He has given us—can overshadow our delight in simply being with Him. When God called her to lay down her ministry for a season, Christy was forced to confront how her sense of purpose and worth had become tangled up in her work. God then lovingly invited her to discover true rest in His presence as she learned to live as the Beloved. In The Life You Long For, Christy shows us how to let go of hustle and achievement and instead find our identity in the quiet center of God’s love. As we delight in being with Him, we are filled to overflowing with contentment and love that propel us into an entirely new way of being, one in which every act of service and every encounter with the people around us arise from a heart at rest. With irresistible warmth and grace, this book calls you to step fully into the life you didn’t even realize you’ve been seeking, as you find your highest calling not in a duty to uphold but in a beautiful identity to live out.

After being diagnosed with terminal cancer, a professor shares the lessons he's learned—about living in the present, building a legacy, and taking full advantage of the time you have—in this life-changing classic. "We cannot change the cards we are dealt, just how we play the hand." —Randy Pausch A lot of professors give talks titled "The Last Lecture." Professors are asked to consider their demise and to ruminate on what matters most to them. And while they speak, audiences can't help but mull over the same question: What wisdom would we impart to the world if we knew it was our last chance? If we had to vanish tomorrow, what would we want as our legacy? When Randy Pausch, a computer science professor at Carnegie Mellon, was asked to give such a lecture, he didn't have to imagine it as his last, since he had recently been diagnosed with terminal cancer. But the lecture he gave—"Really Achieving Your Childhood Dreams"—wasn't about dying. It was about the importance of overcoming obstacles, of enabling the dreams of others, of seizing every moment (because "time is all you have . . . and you may find one day that you have less than you think"). It was a summation of everything Randy had come to believe. It was about living. In this book, Randy Pausch has combined the humor, inspiration and intelligence that made his lecture such a phenomenon and given it an indelible form. It is a book that will be shared for generations to come.

Volume numbers determined from Scope of the guidelines, p. 12-13.