Students are reading on screens more than ever--how can we teach them to be better digital readers?

Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life. This book is a brief introduction to this area - exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning. Writing small programs to apply machine learning techniques is made easy by high level programming systems, and this book shows examples in Python with the machine learning libraries 'sklearn' and 'Keras'. The first four chapters concentrate on the practical side of applying machine learning techniques. The following four chapters discuss more fundamental concepts that includes their formulation in a probabilistic context. This is followed by two more chapters on advanced models, that of recurrent neural networks and that of reinforcement learning. The book closes with a brief discussion on the impact of machine learning and AI on our society. Fundamentals of Machine Learning provides a brief and accessible introduction to this rapidly growing field, one that will appeal to students and researchers across computer science and computational neuroscience, as well as the broader cognitive sciences.

Finch chronicles the harrowing true story of two friends who plunge 900 feet into the water in South Africa--and only one returns. What happened that day is the stuff of nightmarish drama, but it's also a compelling human story of friendship and of coming to terms with loss and tragedy. 8-page color photo insert.

Tactics for Listening is a comprehensive three-level listening series that features high-interest topics to engage and motivate students.

From a recovering addict, musician, and tattooed indie culturist: a guidebook for today’s generation of spiritual misfits who crave a dogma-free path. Brutally honest and radically unconventional, Chris Grosso’s collection of stories and musings about his meandering journey of self-inquiry, recovery, and acceptance shows what it means to live a truly authentic spiritual life. Set amongst the backdrop of Grosso’s original music (includ­ed for download via QR codes in the text), Indie Spiritualist encourages you to accept yourself just as you are, in all your humanity and imperfect perfection.

In this masterful account in the spirit of Bill Bryson and Ian Frazier, a longtime deep-sea diver masterfully weaves together the science and history of Earth's last remaining frontier: the sea. In an age of unprecedented exploration and innovation, our oceans remain largely unknown, and endlessly fascinating: full of mystery, danger, beauty, and inspiration. In Oceans Deep celebrates the daring pioneers who tested the limits of what the human body can endure under water: free divers able to reach 300 feet on a single breath; engineers and scientists who uncovered the secrets of decompression; teenagers who built their own diving gear from discarded boilers and garden hoses in the 1930s; saturation divers who lived under water for weeks at a time in the 1960s; and the trailblazing men who voluntarily breathed experimental gases at pressures sufficient to trigger insanity. Tracing both the little-known history and exciting future of how we travel and study the depths, Streever's captivating journey includes seventeenth-century leather-hulled submarines, their nuclear-powered descendants, a workshop where luxury submersibles are built for billionaire clients, and robots capable of roving unsupervised between continents, revolutionizing access to the ocean. In this far-flung trip to the wild, night-dark place of shipwrecks, trapped submariners, oil wells, innovative technologies, and people willing to risk their lives while challenging the deep, we discover all the adventures our seas have to offer -- and why they are in such dire need of conservation.

In Schoolishness, Susan D. Blum continues her journey as an anthropologist and educator. The author defines "schoolishness" as educational practices that emphasize packaged "learning," unimaginative teaching, uniformity, constant evaluation by others, arbitrary forms, predetermined time, and artificial boundaries, resulting in personal and educational alienation, dependence, and dread. Drawing on critical, progressive, and feminist pedagogy in conversation with the anthropology of learning, and building on the insights of her two previous books Blum proposes less-schoolish ways of learning in ten dimensions, to lessen the mismatch between learning in school and learning in the wild. She asks, if learning is our human "superpower," why is it so difficult to accomplish in school? In every chapter Blum compares the fake learning of schoolishness with successful examples of authentic learning, including in her own courses, which she scrutinizes critically. Schoolishness is not a pedagogical how-to book, but a theory-based phenomenology of institutional education. It has moral, psychological, and educational arguments against schoolishness that, as Blum notes, "rhymes with foolishness."