Sinossi
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.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
Da: Cycle Books LA, South el monte, CA, U.S.A.
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Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
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Oreilly & Associates Inc, 2023
ISBN 10: 1098134184
ISBN 13: 9781098134181
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Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
Editore:
Oreilly & Associates Inc, 2023
ISBN 10: 1098134184
ISBN 13: 9781098134181
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Da: HPB-Red, Dallas, TX, U.S.A.
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paperback. Condizione: Acceptable. Connecting readers with great books since 1972. Used textbooks may not include companion materials such as access codes, etc. May have condition issues including wear and notes/highlighting. We ship orders daily and Customer Service is our top priority! Codice articolo S_454994672
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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Condizione: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Codice articolo 00081350731
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
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ISBN 10: 1098134184
ISBN 13: 9781098134181
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Paperback. Condizione: Very Good. Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. . Codice articolo 7719-9781098134181
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