• Free download best seller books Deep Learning (English Edition)

    Deep Learning by John D. Kelleher

    Free download best seller books Deep Learning (English Edition)

    Download Deep Learning PDF



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


    Download Deep Learning




    Free download best seller books Deep Learning (English Edition)


    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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    This is the first of a multi-part series explaining the fundamentals of deep learning by long-time tech journalist Michael Copeland. Artificial  Deep Learning | Udacity
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    In this chapter, you'll become familiar with the fundamental concepts and terminology used in deep learning, and understand why deep learning techniques are  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  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  


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