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Deep Learning

Publisher: Mit Press

ISBN: 9780262537551

Product: Book, Paperback

May have wear from normal use.

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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.

ISBN/UPC:

9780262537551

Product:

Book, Paperback

Title:

Deep Learning

Contributors
Publisher:

Mit Press

Pages:

272

Languages:

English

Specification:

2 pounds

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Acceptable:Fairly worn but fully readable and intact. Pages may include notes, highlighting, or minor water damage. Dust jacket, CDs, product codes, or other inclusions may be missing or expired.
Good:Shows signs of wear. Pages may include limited notes or highlighting. Dust jacket, CDs, product codes, or other inclusions may be missing or expired.
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Like New:Shows little to no signs of wear. Spine has no signs of creasing. Pages are clean without markings. CDs, product codes, or other inclusions may be missing or expired.
New:Brand new, unused, and in perfect condition. Includes all original packaging and accessories.