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Generative Deep Learning
Teaching Machines To Paint, Write, Compose, and Play
Taschenbuch von David Foster
Sprache: Englisch

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Beschreibung
"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 ... [and] 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"--
"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 ... [and] 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"--
Über den Autor

David Foster is a data scientist, entrepreneur, and educator specializing in AI applications within creative domains. As cofounder of Applied Data Science Partners (ADSP), he inspires and empowers organizations to harness the transformative power of data and AI. He holds an MA in Mathematics from Trinity College, Cambridge, an MSc in Operational Research from the University of Warwick, and is a faculty member of the Machine Learning Institute, with a focus on the practical applications of AI and real-world problem solving. His research interests include enhancing the transparency and interpretability of AI algorithms, and he has published literature on explainable machine learning within healthcare.

Details
Erscheinungsjahr: 2023
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781098134181
ISBN-10: 1098134184
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Foster, David
Auflage: 2nd Edition
Hersteller: O'Reilly Media
Maße: 230 x 177 x 22 mm
Von/Mit: David Foster
Erscheinungsdatum: 30.06.2023
Gewicht: 0,786 kg
Artikel-ID: 124545571
Über den Autor

David Foster is a data scientist, entrepreneur, and educator specializing in AI applications within creative domains. As cofounder of Applied Data Science Partners (ADSP), he inspires and empowers organizations to harness the transformative power of data and AI. He holds an MA in Mathematics from Trinity College, Cambridge, an MSc in Operational Research from the University of Warwick, and is a faculty member of the Machine Learning Institute, with a focus on the practical applications of AI and real-world problem solving. His research interests include enhancing the transparency and interpretability of AI algorithms, and he has published literature on explainable machine learning within healthcare.

Details
Erscheinungsjahr: 2023
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781098134181
ISBN-10: 1098134184
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Foster, David
Auflage: 2nd Edition
Hersteller: O'Reilly Media
Maße: 230 x 177 x 22 mm
Von/Mit: David Foster
Erscheinungsdatum: 30.06.2023
Gewicht: 0,786 kg
Artikel-ID: 124545571
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