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Free computer ebooks download pdf Deep Learning

Free computer ebooks download pdf Deep Learning

Deep Learning by John D. Kelleher

Free computer ebooks download pdf Deep Learning (English Edition) 9780262537551


Download Deep Learning PDF

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

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Free computer ebooks download pdf Deep Learning (English Edition) 9780262537551

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.

Deep Learning in Neural Networks: An Overview
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Interest in machine learning has exploded over the past decade. You see machine learning in computer science programs, industry conferences, and the Wall  Deep Learning | edX
This hands-on program will prepare and equip you with the in-demand skills required to become a successful AI practitioner and start a career in the growing   Deep Learning & Artificial Intelligence Solutions from NVIDIA
Get the latest news on deep learning and artificial intelligence solutions and technologies, educational resources, and much more. Deep learning - Wikipedia
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep Learning | Latest News, Photos & Videos | WIRED
Find the latest Deep Learning news from WIRED. See related science and technology articles, photos, slideshows and videos. K-12 Teaching and Learning - Hewlett Foundation
The students in this classroom are engaged in deep learning. They are drawing on knowledge and skills from many subject areas and experiences to build  Deep Learning | Udacity
Deep learning is driving advances in artificial intelligence that are changing our world. Enroll now to build and apply your own deep neural networks to produce  What is Deep Learning? - Enterprise IT Definitions | HPE
In deep learning, large artificial neural networks are fed learning algorithms and ever-increasing amounts of data, continuously improving their ability to think 



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