Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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 photosTrain GANs to generate images based on your own datasetBuild diffusion models to produce new varieties of flowersTrain your own GPT for text
Generative Deep Learning, 2e
Teaching Machines To Paint, Write, Compose, and Play
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Details:Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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 photosTrain GANs to generate images based on your own datasetBuild diffusion models to produce new varieties of flowersTrain your own GPT for text
Generative Deep Learning, 2e
Teaching Machines To Paint, Write, Compose, and Play
Free UK delivery on this item.
This brand new item is available with free UK delivery using Royal Mail tracked;
Price now:
From
£30.05
To
£53.03
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Product Description
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 photosTrain GANs to generate images based on your own datasetBuild diffusion models to produce new varieties of flowersTrain your own GPT for text
Generative Deep Learning, 2e
Teaching Machines To Paint, Write, Compose, and Play
Free UK delivery on this item.
This brand new item is available with free UK delivery using Royal Mail tracked;
Product Specifications
General | |
|---|---|
format | trade paperback |
Language | english |
type | textbook |
Brand | MIT Press |
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