The mit press essential knowledge series deep learning

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DEEP LEARNING FOR BEGINNERS: Get an accessible introduction to the artificial intelligence technology at the heart of the AI revolution—from driverless cars to speech recognition on mobile phones.

Deep learning is an artificial intelligence technology that enables computer vision, 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—including major trends, possible developments, and significant challenges.

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Deep Learning The MIT Press Essential Knowledge series

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An accessible introduction to the artificial intelligence technology that enables computer vision speech recognition machine translation and driverless cars an accessible introduction to the artificial intelligence technology that enables computer vision speech recognition machine translation Op voorraad. Voor 23:59 uur besteld, dinsdag in huis .. MEER INFO

Machine Learning, revised and updated edition

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A concise overview of machine learning computer programs that learn from data the basis of such applications as voice recognition and driverless cars Uiterlijk 6 december in huis .. MEER INFO

The MIT Press Essential Knowledge series - Machine Learning, revised and updated edition

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Mit presents a concise primer on machine learning computer programs that learn from data and the basis of applications like voice recognition and driverless cars no in depth knowledge of math or programming required today machine learning underlies a range of applications we use every day from Direct beschikbaar .. MEER INFO

Taal: en

Uitvoering: E-book

Oorspronkelijke releasedatum: 10 september 2019

Ebook Formaat: Adobe ePub

Illustraties: Nee

Hoofdauteur: John D. Kelleher

Hoofduitgeverij: The Mit Press

Lees dit ebook op: Desktop (Mac en Windows)

Lees dit ebook op: Kobo e-reader

Lees dit ebook op: Android (smartphone en tablet)

Lees dit ebook op: iOS (smartphone en tablet)

Lees dit ebook op: Windows (smartphone en tablet)

Inhoud van Ebook Bevat: Tekst

Studieboek: Ja

EAN: 9780262354905

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