Deep Learning. John D. Kelleher

Deep Learning


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

Download PDF




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


Free download ebook Deep Learning FB2 PDB English version 9780262537551 by John D. Kelleher

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.



Other ebooks:
Descargar libros de texto para encender MI CHICA REVOLUCIONARIA 9788494268618 de DIEGO OJEDA in Spanish
Downloading audiobooks to ipod shuffle Inside Out iBook DJVU RTF by Demi Moore
Download free pdf ebook LEGO Micro Cities: Build Your Own Mini Metropolis!
Books and magazines download The Beekeeper of Aleppo 9781984821218
Free downloadable audiobooks for pc Stormrise by Jillian Boehme 9781250298881 (English literature)
Free online e books download The Rage of Dragons by Evan Winter
Free download ebooks for android phone Sea of Thieves: Athena's Fortune by Chris Allcock (English literature) CHM
Epub ebooks for ipad download Dominion: How the Christian Revolution Remade the World 9780465093502 RTF DJVU iBook (English Edition)
Ebook download for kindle Boom Town: The Fantastical Saga of Oklahoma City, its Chaotic Founding... its Purloined Basketball Team, and the Dream of Becoming a World-class Metropolis by Sam Anderson ePub DJVU RTF (English literature) 9780804137331