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.
Risultati della ricerca per Generative Deep Learning: Teaching Machines To Paint,...
Foto dell'editore
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
Editore:
O'Reilly Media (edition 2), 2023
ISBN 10: 1098134184
ISBN 13: 9781098134181
Antico o usato
Paperback
Da: BooksRun, Philadelphia, PA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. 2. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Codice articolo 1098134184-11-1
Compra usato
EUR 26,31
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play
Da: Red's Corner LLC, Tucker, GA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. 2. Grade 3 out 5 points. Book has wear on cover and pages. May have personalized notes/names, stickers/labels. Has no markings on pages. May not include extra materials like access codes, CDs, accessories, etc. All orders ship by next business day! We are a small company and very thankful for your business! Codice articolo RED3XOELLD2G
Compra usato
EUR 25,04
Spedizione EUR 3,47
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Codice articolo 00083066035
Compra usato
EUR 28,86
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 7 disponibili
Foto dell'editore
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
Da: CampusBear, Coppell, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
paperback. Condizione: Very Good. Item is gently used and does not show any significant wear. Codice articolo 01H03018C00127U
Compra usato
EUR 30,21
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play
Da: CampusBear, Coppell, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
paperback. Condizione: Very Good. Item is gently used and does not show any significant wear. Codice articolo 01F07027C00068U
Compra usato
EUR 30,21
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play [Paperback] Foster, David
Da: Lakeside Books, Benton Harbor, MI, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Codice articolo OTF-S-9781098134181
Compra nuovo
EUR 48,47
Spedizione EUR 3,46
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Generative Deep Learning : Teaching Machines to Paint, Write, Compose, and Play
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. Codice articolo 44740508-n
Compra nuovo
EUR 49,67
Spedizione EUR 2,29
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Generative Deep Learning : Teaching Machines to Paint, Write, Compose, and Play
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: As New. Unread book in perfect condition. Codice articolo 44740508
Compra usato
EUR 50,52
Spedizione EUR 2,29
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Immagini fornite dal venditore
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback or Softback)
Editore:
O'Reilly Media 6/6/2023, 2023
ISBN 10: 1098134184
ISBN 13: 9781098134181
Nuovo
Paperback or Softback
Da: BargainBookStores, Grand Rapids, MI, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback or Softback. Condizione: New. Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play. Book. Codice articolo BBS-9781098134181
Compra nuovo
EUR 53,34
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 5 disponibili
Immagini fornite dal venditore
Generative Deep Learning
Da: Rarewaves USA, OSWEGO, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: New. 2nd. 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 generationLearn how large language models like ChatGPT are trainedExplore state-of-the-art architectures such as StyleGAN2 and ViT-VQGANCompose polyphonic music using Transformers and MuseGANUnderstand how generative world models can solve reinforcement learning tasksDive into multimodal models such as DALL.E 2, Imagen, and Stable DiffusionThis 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. Codice articolo LU-9781098134181
Compra nuovo
EUR 53,82
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili