Deep Learning. John D. Kelleher

Deep-Learning.pdf
ISBN: 9780262537551 | 296 pages | 8 Mb

• Deep Learning
• John D. Kelleher
• Page: 296
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780262537551
• Publisher: MIT Press

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Overview

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.

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Sontag: Her Life and Work by Benjamin Moser

• Sontag: Her Life and Work
• Benjamin Moser
• Page: 832
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780062896391
• Publisher: HarperCollins Publishers

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Overview

The definitive portrait of one of the American Century’s most towering intellectuals: her writing and her radical thought, her public activism and her hidden private face No writer is as emblematic of the American twentieth century as Susan Sontag. Mythologized and misunderstood, lauded and loathed, a girl from the suburbs who became a proud symbol of cosmopolitanism, Sontag left a legacy of writing on art and politics, feminism and homosexuality, celebrity and style, medicine and drugs, radicalism and Fascism and Freudianism and Communism and Americanism, that forms an indispensable key to modern culture. She was there when the Cuban Revolution began, and when the Berlin Wall came down; in Vietnam under American bombardment, in wartime Israel, in besieged Sarajevo. She was in New York when artists tried to resist the tug of money—and when many gave in. No writer negotiated as many worlds; no serious writer had as many glamorous lovers. Sontag tells these stories and examines the work upon which her reputation was based. It explores the agonizing insecurity behind the formidable public face: the broken relationships, the struggles with her sexuality, that animated—and undermined—her writing. And it shows her attempts to respond to the cruelties and absurdities of a country that had lost its way, and her conviction that fidelity to high culture was an activism of its own.  Utilizing hundreds of interviews conducted from Maui to Stockholm and from London to Sarajevo—and featuring nearly one hundred images—Sontag is the first book based on the writer’s restricted archives, and on access to many people who have never before spoken about Sontag, including Annie Leibovitz. It is a definitive portrait—a great American novel in the form of a biography.

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Bryant & May: The Lonely Hour. Christopher Fowler

Bryant-May-The-Lonely-Hour.pdf
ISBN: 9780525485827 | 448 pages | 12 Mb

• Bryant & May: The Lonely Hour
• Christopher Fowler
• Page: 448
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780525485827
• Publisher: Random House Publishing Group

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Kellanved's Reach: Path to Ascendancy, Book 3 (A Novel of the Malazan Empire) by Ian C. Esslemont

• Kellanved's Reach: Path to Ascendancy, Book 3 (A Novel of the Malazan Empire)
• Ian C. Esslemont
• Page: 352
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780765379498
• Publisher: Tom Doherty Associates

Kellanved's Reach: Path to Ascendancy, Book 3 (A Novel of the Malazan Empire)

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On the Plain of Snakes: A Mexican Journey by Paul Theroux

• On the Plain of Snakes: A Mexican Journey
• Paul Theroux
• Page: 448
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780544866478
• Publisher: HMH Books

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Overview

Legendary travel writer Paul Theroux drives the entire length of the US–Mexico border, then goes deep into the hinterland, on the back roads of Chiapas and Oaxaca, to uncover the rich, layered world behind today’s brutal headlines. Paul Theroux has spent his life crisscrossing the globe in search of the histories and peoples that give life to the places they call home. Now, as immigration debates boil around the world, Theroux has set out to explore a country key to understanding our current discourse: Mexico. Just south of the Arizona border, in the desert region of Sonora, he finds a place brimming with vitality, yet visibly marked by both the US Border Patrol looming to the north and mounting discord from within. With the same humanizing sensibility he employed in Deep South, Theroux stops to talk with residents, visits Zapotec mill workers in the highlands, and attends a Zapatista party meeting, communing with people of all stripes who remain south of the border even as their families brave the journey north. From the writer praised for his “curiosity and affection for humanity in all its forms” (New York Times Book Review), On the Plain of Snakes is an exploration of a region in conflict.  

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