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Deep Learning - John D. (academic Leader Of The Information Kelleher - Bog - MIT Press Ltd - Plusbog.dk

Deep Learning - John D. (academic Leader Of The Information Kelleher - Bog - MIT Press Ltd - Plusbog.dk

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars. Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains that deep learning enables data-driven decisions by identifying and extracting patterns from large datasets; its ability to learn from complex data makes deep learning ideally suited to take advantage of the rapid growth in big data and computational power. Kelleher also explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive (and comprehensible) introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning—major trends, possible developments, and significant challenges.

DKK 166.00
1

The German Issue - - Bog - MIT Press Ltd - Plusbog.dk

The German Issue - - Bog - MIT Press Ltd - Plusbog.dk

A first-hand account of the Western world on the threshold of a major global mutation, bridging art and intellect, culture and politics, Europe and America. The German Issue (1982) was originally conceived as a follow-up to Semiotext(e)''s Autonomia/Italy issue, published two years earlier. Although ideological terrorism was still a major issue in Germany, what ultimately emerged from these pages was an investigation of two outlaw cities, Berlin and New York, which embodied all the tensions and contradictions of the world at the time. The German Issue is the Tale of Two Cities, then, with each city separated from its own country by an invisible wall of suspicion or even hatred. It is also the complex evocation of the rebelling youth—squatters, punks, artists and radicals, theorists and ex-terrorists—who gathered all their energy and creativity in order to outlive a hostile environment. Like a time capsule, The German Issue brings together all the major “issues” that were being debated on both sides of the Atlantic—which eventually found their abrupt resolution in 1989 with the fall of the Berlin Wall. It involved the most important voices of the period—from writers and filmmakers to anthropologists, activists and poets, terrorists and philosophers: Joseph Beuys, Michel Foucault, Christo, Christa Wolf, Walter Abish, Alexander Kluge, Paul Virilio, Ulrilke Meinhof, William Burroughs, Jean Baudrillard, Hans Magnus Enzenberger, Maurice Blanchot, Hans Jürgen Syberberg, Heidegger, André Gorz, Helke Sander. Opening with Christo''s “Wrapping Up of Germany” and the celebrated dialogue between East German dramaturge Heiner Müller and Sylvère Lotringer on the Wall (“Mauer”), since published in many languages, The German Issue offers a first-hand account of the Western world on the threshold of a major global mutation. It also embodies at its best Semiotext(e)''s tenacious effort to establish a creative bridge between art and intellect, culture and politics, Europe and America.

DKK 292.00
1