The highly readable texts and over 800 beautiful full-color images come together in a unique way to convey hidden dimensions of meaning. Each of the ca. 350 essays examines a given symbol’s psychic background, and how it evokes psychic processes and dynamics. Etymological roots, the play of opposites, paradox and shadow, the ways in which diverse cultures have engaged a symbolic image—all these factors are taken into consideration.Authored by writers from the fields of psychology, religion, art, literature, and comparative myth, the essays flow into each other in ways that mirror the psyche’s unexpected convergences. There are no pat definitions of the kind that tend to collapse a symbol; a still vital symbol remains partially unknown, compels our attention and unfolds in new meanings and manifestations over time. Rather than merely categorize, The Book of Symbols illuminates how to move from the visual experience of a symbolic image in art, religion, life, or dreams to directly experiencing its personal and psychological resonance.The Book of Symbols sets new standards for thoughtful exploration of symbols and their meanings, and will appeal to a wide range of readers: artists, designers, dreamers and dream interpreters, psychotherapists, self-helpers, gamers, comic book readers, religious and spiritual searchers, writers, students, and anyone curious about the power of archetypal images.

    Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    Balancing both the traditions of art history and the new trends of the present. Art History is the most comprehensive, accessible, and magnificently illustrated work of its kind.

    The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go.Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

    Aesthetics entered into everyday life with often staggering results. Our homes and workplaces turned into veritable galleries of style and innovation. From furniture to graphics, it's all here?the work of artists who have shaped and recreated the modern world with a dizzying variety of materials. From the organic to the geometric, from Art Deco, through to Pop and High-Tech, this book contains all the great names - Bernhard, Bertoia, De Stijl, Dieter Rams, Starck, Charles and Ray Eames, to name only a very few. This essential book is a comprehensive journey through the shapes and colours, forms and functions of design history in the 20th century. An A-Z of designers and design schools, which builds into a complete picture of contemporary living.

    But while most of us today can work a computer--albeit with the help of the ever-present computer software manual--we know little about what goes on inside the box and virtually nothing about software designor the world of computer programming. In Patterns of Software, the respected software pioneer and computer scientist, Richard Gabriel, gives us an informative inside look at the world of software design and computer programming and the business that surrounds them. In this wide-ranging volume, Gabriel discusses such topics as whatmakes a successful programming language, how the rest of the world looks at and responds to the work of computer scientists, how he first became involved in computer programming and software development, what makes a successful software business, and why his own company, Lucid, failed in 1994, tenyears after its inception. Perhaps the most interesting and enlightening section of the book is Gabriel's detailed look at what he believes are the lessons that can be learned from architect Christopher Alexander, whose books--including the seminal A Pattern Language--have had a profound influence on the computer programmingcommunity. Gabriel illuminates some of Alexander's key insights--the quality without a name, pattern languages, habitability, piecemeal growth--and reveals how these influential architectural ideas apply equally well to the construction of a computer program. Gabriel explains the concept ofhabitability, for example, by comparing a program to a New England farmhouse and the surrounding structures which slowly grow and are modified according to the needs and desires of the people who live and work on the farm. Programs live and grow, and their inhabitants--the programmers--need to workwith that program the way the farmer works with the homestead. Although computer scientists and software entrepreneurs will get much out of this book, the essays are accessible to everyone and will intrigue anyone curious about Silicon Valley, computer programming, or the world of high technology.

    And he has boiled it down to one key factor: walkability. The very idea of a modern metropolis evokes visions of bustling sidewalks, vital mass transit, and a vibrant, pedestrian-friendly urban core. But in the typical American city, the car is still king, and downtown is a place that's easy to drive to but often not worth arriving at. Making walkability happen is relatively easy and cheap; seeing exactly what needs to be done is the trick. In this essential new book, Speck reveals the invisible workings of the city, how simple decisions have cascading effects, and how we can all make the right choices for our communities. Bursting with sharp observations and real-world examples, giving key insight into what urban planners actually do and how places can and do change, Walkable City lays out a practical, necessary, and eminently achievable vision of how to make our normal American cities great again.

    Tirelessly trekking across miles of the Thames’ muddy shores, where others only see the detritus of city life, Maiklem unearths evidence of England’s captivating, if sometimes murky, history—with some objects dating back to 43 AD, when London was but an outpost of the Roman Empire. From medieval mail worn by warriors on English battlefields to nineteenth-century glass marbles mass-produced for the nation’s first soda bottles, Maiklem deduces the historical significance of these artifacts with the quirky enthusiasm and sharp-sightedness of a twenty-first century Sherlock Holmes.Seamlessly interweaving reflections from her own life with meditations on the art of wandering, Maiklem ultimately delivers—for Anglophiles and history lovers alike—a memorable treatise on the objects we leave in our wake, and the stories they can reveal if only we take a moment to look.

    It is a ‘ must’ book for those in every branch of science . . . in addition, economists, politicians, statesmen, and businessmen cannot afford to overlook cybernetics and its tremendous, even terrifying implications. "It is a beautifully written book, lucid, direct, and despite its complexity, as readable by the layman as the trained scientist." -- John B. Thurston, "The Saturday Review of Literature" Acclaimed one of the "seminal books . . . comparable in ultimate importance to . . . Galileo or Malthus or Rousseau or Mill," "Cybernetics" was judged by twenty-seven historians, economists, educators, and philosophers to be one of those books published during the "past four decades", which may have a substantial impact on public thought and action in the years ahead." -- Saturday Review

    “They are both brilliantly original and outsiders,” the narrator tells us. “They are both besotted with mathematics. But for all their devotion, mathematics is indifferent, unaltered by any of their dramas . . . Against indifference, I want to tell their stories.” Which she does in a haunting, incantatory voice, the two lives unfolding in parallel narratives that overlap in the magnitude of each man’s achievement and demise: Gödel, delusional and paranoid, would starve himself to death; Turing, arrested for homosexual activities, would be driven to suicide. And they meet as well in the narrator’s mind, where facts are interwoven with her desire and determination to find meaning in the maze of their stories: two men devoted to truth of the highest abstract nature, yet unable to grasp the mundane truths of their own lives.A unique amalgam of luminous imagination and richly evoked historic character and event—A Madman Dreams of Turing Machines is a story about the pursuit of truth and its effect on the lives of two men. A story of genius and madness, incredible yet true.

    By contrast, Jewish religious leaders in the sixth century B.C.E. branded male homosexuality as a capital offense and, later, blamed it for the destruction of the biblical city of Sodom. When these two traditions collided in Christian Rome during the late empire, the tragic repercussions were felt throughout Europe and the New World.Louis Crompton traces Church-inspired mutilation, torture, and burning of "sodomites" in sixth-century Byzantium, medieval France, Renaissance Italy, and in Spain under the Inquisition. But Protestant authorities were equally committed to the execution of homosexuals in the Netherlands, Calvin's Geneva, and Georgian England. The root cause was religious superstition, abetted by political ambition and sheer greed. Yet from this cauldron of fears and desires, homoerotic themes surfaced in the art of the Renaissance masters--Donatello, Leonardo, Michelangelo, Sodoma, Cellini, and Caravaggio--often intertwined with Christian motifs. Homosexuality also flourished in the court intrigues of Henry III of France, Queen Christina of Sweden, James I and William III of England, Queen Anne, and Frederick the Great.Anti-homosexual atrocities committed in the West contrast starkly with the more tolerant traditions of pre-modern China and Japan, as revealed in poetry, fiction, and art and in the lives of emperors, shoguns, Buddhist priests, scholars, and actors. In the samurai tradition of Japan, Crompton makes clear, the celebration of same-sex love rivaled that of ancient Greece.Sweeping in scope, elegantly crafted, and lavishly illustrated, "Homosexuality and Civilization" is a stunning exploration of a rich and terrible past.

    But as Graham Harman, one of the theory's leading exponents, shows, Object-Oriented Ontology rejects the idea of human specialness: the world, he states, is clearly not the world as manifest to humans. At the heart of this philosophy is the idea that objects - whether real, fictional, natural, artificial, human or non-human - are mutually autonomous. In this brilliant new introduction, Graham Harman lays out the history, ideas and impact of Object-Oriented Ontology, taking in everything from art and literature, politics and natural science along the way.Graham Harman is Distinguished Professor of Philosophy at SCI-Arc, Los Angeles. A key figure in the contemporary speculative realism movement in philosophy and for his development of the field of object-oriented ontology, he was named by Art Review magazine as one of the 100 most influential figures in international art.

    We spin fantasies. We devour novels, films, and plays. Even sporting events and criminal trials unfold as narratives. Yet the world of story has long remained an undiscovered and unmapped country. It’s easy to say that humans are “wired” for story, but why?In this delightful and original book, Jonathan Gottschall offers the first unified theory of storytelling. He argues that stories help us navigate life’s complex social problems—just as flight simulators prepare pilots for difficult situations. Storytelling has evolved, like other behaviors, to ensure our survival.Drawing on the latest research in neuroscience, psychology, and evolutionary biology, Gottschall tells us what it means to be a storytelling animal. Did you know that the more absorbed you are in a story, the more it changes your behavior? That all children act out the same kinds of stories, whether they grow up in a slum or a suburb? That people who read more fiction are more empathetic?Of course, our story instinct has a darker side. It makes us vulnerable to conspiracy theories, advertisements, and narratives about ourselves that are more “truthy” than true. National myths can also be terribly dangerous: Hitler’s ambitions were partly fueled by a story.But as Gottschall shows in this remarkable book, stories can also change the world for the better. Most successful stories are moral—they teach us how to live, whether explicitly or implicitly, and bind us together around common values. We know we are master shapers of story. The Storytelling Animal finally reveals how stories shape us.

    At the end of the Ice Age, Southeast Asia formed a continent twice the size of India, which included Indochina, Malaysia, Indonesia, and Borneo. In Eden in the East, Stephen Oppenheimer puts forward the astonishing argument that here in southeast Asia—rather than in Mesopotamia where it is usually placed—was the lost civilization that fertilized the Great cultures of the Middle East 6,000 years ago. He produces evidence from ethnography, archaeology, oceanography, creation stories, myths, linguistics, and DNA analysis to argue that this founding civilization was destroyed by a catastrophic flood, caused by a rapid rise in the sea level at the end of the last ice age.

    This book attempts to capture the engineering wisdom and design philosophy of the UNIX, Linux, and Open Source software development community as it has evolved over the past three decades, and as it is applied today by the most experienced programmers. Eric Raymond offers the next generation of hackers the unique opportunity to learn the connection between UNIX philosophy and practice through careful case studies of the very best UNIX/Linux programs.