Name: The Science of Deep Learning (en Inglés)
SKU: 54174230
Price: 269.99 PEN
Availability: InStock
Author: Drori, Iddo
ISBN: 9781108835084

portada The Science of Deep Learning (en Inglés)

The Science of Deep Learning (en Inglés)

Formato

Libro Físico

Autor

Iddo Drori

Editorial

Cambridge University Press

Año

2022

Idioma

Inglés

N° páginas

450

Encuadernación

Tapa Dura

Dimensiones

24.6x17.3x2 cm

Peso

0.82 kg.

ISBN13

9781108835084

Categorías

Reconocimiento de formas
Visión por ordenador

The Science of Deep Learning (en Inglés)

Iddo Drori (Autor) · Cambridge University Press · Tapa Dura

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Reseña del libro "The Science of Deep Learning (en Inglés)"

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.