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portada The Science of Deep Learning
Type
Physical Book
Author
Publisher
Year
2022
Language
English
Pages
450
Format
Hardcover
Dimensions
24.6x17.3x2 cm
Weight
0.82 kg.
ISBN13
9781108835084
Categories

The Science of Deep Learning

Iddo Drori (Author) · Cambridge University Press · Hardcover

The Science of Deep Learning - Drori, Iddo

New Book Imported to New Zealand
Delivery: 19 Nov - 26 Nov Shipping: 6 to 7 business days.
NZ$ 175.13
Import costs and 15% GST included in the price ✅
NZ$ 175.13

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Synopsis "The Science of Deep Learning "

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as part of a deep learning course or as part of a course on each topic. The book includes state-of-the-art topics such as Transformers, graph neural networks, variational autoencoders, and deep reinforcement learning, with a broad range of applications. The appendices provide equations for computing gradients in backpropagation and optimization, and best practices in scientific writing and reviewing. The text presents an up-to-date guide to the field built upon clear visualizations using a unified notation and equations, lowering the barrier to entry for the reader. The accompanying website provides complementary code and hundreds of exercises with solutions.

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