How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.
The publication of the Michel Thomas ground-breaking, all-audio language learning materials has been a publishing phenomenon. Sales of over one million units in just eight years and the universal acclaim his method has excited would indicate that there is a large body of people who want to know more about how and why his method works where so many others have failed. The book will give a brief history of Michel's fascinating life and summarise how he became interested in teaching foreign languages, before going on to look at the experience of learning a foreign language in general and Michel's method of teaching in particular. It examines the barriers to language learning in both the UK and the US, Michel's focus on the role and quality of the teacher rather than the learner, and Michel's core belief that with the right teaching anyone can learn another language quickly and easily. The reader will be introduced to new trends in psychology and their relationship to the way Michel teaches foreign languages as well as examining conventional wisdoms. There follows a detailed analysis of Michel's programmes for foreign language teaching and the implications for schools, colleges and universities if they wish to adopt his methodology and at the same time meet the requirements of the public examinations both in the UK and the US.
The groundbreaking international bestseller that will help you fulfil your true potential. The Element is the point at which natural talent meets personal passion. In this hugely influential book, world-renowned creativity expert Ken Robinson considers the child bored in class, the disillusioned employee and those of us who feel frustrated but can't quite explain why - and shows how we all need to reach our Element. Through the stories of people like Vidal Sassoon, Arianna Huffington and Matt Groening, who have recognized their unique talents and made a successful living doing what they love, Robinson explains how every one of us can find ourselves in our Element, and achieve everything we're capable of. With a wry sense of humour, Ken Robinson shows the urgent need to enhance creativity and innovation by thinking differently about ourselves. Above all, he inspires us to reconnect with our true self - it could just change everything. 'The Element offers life-altering insights about the discovery of your true best self' Stephen R. Covey, author of The 7 Habits of Highly Effective People 'A book that lightens and lifts the minds and hearts of all who read it' Susan Jeffers, author of Feel the Fear and Do It Anyway
Learning is the soul of our species. From our first steps to our last words, we are what we learn. But for all its obvious importance, learning has lost touch with human progress. We live in an information age, work in a knowledge economy, yet our schools are relics of an industrial era. Education insider Alex Beard takes us on a dazzling tour of the future of learning to show how we can - and why we must - do better. Tackling everything from artificial intelligence to our growing understanding of the infant brain, Natural Born Learners is a user's guide to transforming learning in the twenty-first century and roadmap to accessing our better future selves.
This white paper outlines the Government's proposals to foster and encourage informal adult learning. Informal adult learning is part-time, non-vocational learning where the primary purpose is not to gain a qualification but learning for its intrinsic value. People participate for enjoyment and are driven by their desire for personal fulfillment or intellectual, creative and physical stimulation. Activities cover a huge range, from dance classes and book clubs, visits to museums, galleries and historic properties, online research, volunteer projects. Such activity contributes to the health and well-being of communities by building the confidence and resilience of the individuals involved, developing social relationships, and acting as a stepping stone to further learning and skill development. The Government will establish a clear identity for informal learning and promote four initiatives: a Learning Pledge; a Festival of Learning; an Open Space Movement and a Transformation Fund of £20 million. Partner organisations from the private and public sector will be invited to contribute to the strategy. Increased access to informal adult learning will be addressed through: widening learning opportunities for older people; reaching out to the disadvantaged; developing a package of support for community learning champions; increasing availability of informal working in the workplace. Technology and broadcasting are seen as crucial in transforming the way people learn: 65 per cent of all households now have an internet connection and 90 percent of the population has at least one digital television. Government will act as a catalyst, investing additional funding in building the capacity and linkages that enable innovative learning opportunities to flourish.
In an era where digital technology reshapes every facet of our lives, education stands on the brink of a transformative revolution. "The Learning Revolution: Transforming Education for the Digital Age" is a visionary exploration of this seismic shift, offering a comprehensive overview of the challenges, innovations, and opportunities that digital education presents. Through insightful analysis and real-world examples, this book navigates the journey of integrating digital technologies into educational practices, promising to redefine learning for a new generation. From the personalized pathways offered by AI-driven adaptive learning systems to the democratizing power of digital literacy, this book delves into the heart of what it means to teach and learn in the 21st century. It addresses the critical challenges of equity and access, ensuring that the digital learning revolution benefits all students, and emphasizes the importance of safeguarding privacy and data security in a connected world. Moreover, it calls upon educators, technologists, and policymakers to embrace their roles as architects of this new educational landscape, advocating for policies and practices that prioritize innovation, inclusivity, and lifelong learning. "The Learning Revolution" serves not only as a guide to the current state of digital education but also as a blueprint for the future, envisioning a world where technology and education converge to unlock unprecedented possibilities for learners everywhere. It is a call to action for all stakeholders in the educational ecosystem to collaboratively shape a future where every learner has the opportunity to achieve their full potential in an ever-changing digital world. Join the revolution and be part of shaping the future of education.
Leading a Learning Revolution tells the compelling story of a learning revolution that took place within the U.S. Department of Defense. Written by practitioners who actually walked the walk, this account of the creation of Defense Acquisition University (DAU) provides a clear blueprint that others can follow. It shares, in detail, the best practices they developed, so that the thousands of training organizations worldwide striving to create premier corporate universities can catapult forward. Offering an insiderÕs look at the process, the authors clearly explain how they transformed an outdated training provider into a world-class university. Step-by-step the book outlines the enduring principles that were pivotal to Defense Acquisition UniversityÕs success and describes the environment, early victories, current methods, and subsequent results. The authors discuss how to establish a mission and vision, develop a performance-based strategic planning process, and tackle change initiative. They also explain the development and implementation of web-enabled learning architecture and reveal how to effectively measure and evaluate performance. In addition, the authors present strategies for assuring continual improvement and organizational growth. With this book, any organization can tap into DAUÕs best practices and winning strategies for improving corporate learning.