Deep Learning

eAudio - unabridged
Audio (5.82 hours)
Product Number: Z100150547
Released: Sep 10, 2019
Business Term: Purchase
ISBN: #9781469074429
Narrator/s: Joel Richards
Publisher: Gildan Media, Inc
Please log in to view pricing

Description

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 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 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.

x-large
Author(s): John D. Kelleher
Genre: Science
Original Publish Date: Sep 10, 2019

This title is part of (or scheduled to be part of) the following subscriptions:

RBdigital Unlimited Access Audio Subscription
RBdigital Unlimited Canada Audio Subscription - ALL

Sign up for our email newsletter