Generative deep learning

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Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative.

Discover how VAEs can change facial expressions in photos Train GANs to generate images based on your own dataset Build diffusion models to produce new varieties of flowers Train your own GPT for text generation Learn how large language models like ChatGPT are trained Explore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN Compose polyphonic music using Transformers and MuseGAN Understand how generative world models can solve reinforcement learning tasks Dive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion

This book also explores the future of generative AI and how individuals and companies can proactively begin to leverage this remarkable new technology to create competitive advantage.

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Generative Deep Learning

Rating: 5 / 5 | Prijs: € 66.91

Generative ai is the hottest topic in tech this practical book teaches machine learning engineers and data scientists how to use tensorflow and keras to create impressive generative deep learning models from scratch including variational autoencoders vaes generative adversarial networks gans Uiterlijk 26 oktober in huis .. MEER INFO

Natural Language Processing with Transformers, Revised Edition

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Since their introduction in 2017 transformers have quickly become the dominant architecture for achieving state of the art results on a variety of natural language processing tasks if you re a data scientist or coder this practical book now revised in full color shows you how to train and scale Direct beschikbaar .. MEER INFO

Natural Language Processing with Transformers, Revised Edition

Rating: 0 / 5 | Prijs: € 55.1

Since their introduction in 2017 transformers have quickly become the dominant architecture for achieving state of the art results on a variety of natural language processing tasks if you re a data scientist or coder this practical book now revised in full color shows you how to train and scale 4 - 6 weken .. MEER INFO

Taal: en

Bindwijze: E-book

Oorspronkelijke releasedatum: 28 juni 2022

Ebook Formaat: Epub zonder kopieerbeveiliging (DRM)

Hoofdauteur: David Foster

Hoofduitgeverij: O'Reilly Media

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)

Editie: 2

Studieboek: Nee

EAN: 9781098134143

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