Generative Deep Learning, 2e

English, David Foster
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The book "Generative Deep Learning, 2e" by David Foster offers a comprehensive introduction to the world of generative deep learning. It is aimed at professionals in the fields of machine learning and data science who want to learn how to develop impressive generative models using TensorFlow and Keras. Readers are guided through various techniques, including variational autoencoders (VAEs), generative adversarial networks (GANs), transformer models, normalizing flows, energy-based models, and denoising diffusion models. Additionally, it provides an outlook on the future of generative AI and discusses strategies for individuals and companies to leverage this technology for a competitive advantage.

Key specifications

Subtopic
Computer science
Language
English
Author
David Foster
Year
2023
Number of pages
453

General information

Item number
31325082
Publisher
O'Reilly
Category
Reference books
Release date
12.5.2023

Book properties

Subtopic
Computer science
Language
English
Author
David Foster
Year
2023
Number of pages
453
Edition
2

Voluntary climate contribution

CO₂ emissions
0.38 kg
Climate contribution
CHF 0.11

Product dimensions

Height
234 mm
Width
178 mm
Weight
782 g
Thickness
28 mm

Package dimensions

Length
22.40 cm
Width
17 cm
Height
9.60 cm
Weight
781 g

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