Автор: Goodfellow Ian, Bengio Yoshua, Courville Aaron Название: Deep Learning ISBN: 0262035618 ISBN-13(EAN): 9780262035613 Издательство: MIT Press Рейтинг: Цена: 13543.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.
Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Автор: Goodfellow Cody Название: Repo Shark ISBN: 1940885108 ISBN-13(EAN): 9781940885100 Издательство: Неизвестно Цена: 1924.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Goodfellow Cody Название: Scum of the Earth ISBN: 1621052877 ISBN-13(EAN): 9781621052876 Издательство: Неизвестно Рейтинг: Цена: 2941.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Osborne J. David, Goodfellow Cody Название: The Snake Handler ISBN: 1940885396 ISBN-13(EAN): 9781940885391 Издательство: Неизвестно Цена: 1378.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Goodfellow, Maya Название: Hostile environment ISBN: 1788739604 ISBN-13(EAN): 9781788739603 Издательство: Неизвестно Рейтинг: Цена: 1714.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: How migrants became the scapegoats of contemporary mainstream politics
Автор: Goodfellow Cody Название: Sleazeland ISBN: 1621052753 ISBN-13(EAN): 9781621052753 Издательство: Неизвестно Рейтинг: Цена: 3125.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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