Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster

• Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
• David Foster
• Page: 322
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781492041948
• Publisher: O'Reilly Media, Incorporated

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Generative modeling is one of the hottest topics in artificial intelligence. Recent advances in the field have shown how it’s possible to teach a machine to excel at human endeavors—such as drawing, composing music, and completing tasks—by generating an understanding of how its actions affect its environment. With this practical book, machine learning engineers and data scientists will learn how to recreate some of the most famous examples of generative deep learning models, such as variational autoencoders and generative adversarial networks (GANs). You’ll also learn how to apply the techniques to your own datasets. David Foster, cofounder of Applied Data Science, demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to the most cutting-edge algorithms in the field. Through tips and tricks, you’ll learn how to make your models learn more efficiently and become more creative. Get a fundamental overview of generative modeling Learn how to use the Keras and TensorFlow libraries for deep learning Discover how variational autoencoders (VAEs) work Get practical examples of generative adversarial networks (GANs) Understand how to build generative models that learn how to paint, write, and compose Apply generative models within a reinforcement learning setting to accomplish tasks

II. Teaching Machines to Paint, Write, Compose, and Play ...
Part II. Teaching Machines to Paint, Write, Compose, and Play Part I introduced the field of generative deep learning and analyzed two of the most important advancements in recent years - Selection from Generative Deep Learning [Book] Generative Deep Learning - PDF Free Download
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play Generative modeling is one of the hottest topics in artificial intelligence. Recent advances in the field have shown how it’s possible to teach a machine to excel at human endeavors-such as drawing, composing music, and completing tasks-by generating an understanding of how its actions affect its environment. David Foster: Generative Deep Learning (ePUB) - ebook ...
David Foster: Generative Deep Learning (ePUB) David Foster Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, 70.76 USD. TODAY 15% OFF. 60.15 USD. Download Artificial Intelligence eBooks - eBooks.com
It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such Generative Deep Learning: Teaching Machines to Paint ...
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. Generative Deep Learning: Teaching Machines to Paint ...
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play by David Foster English | July 3rd, 2019 | ISBN: 1492041947 | 330 pages | EPUB (True/Retail Copy) | 39.18 MB Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. Generative Deep Learning: Teaching Machines to Paint ...
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play [David Foster] on Amazon.com. *FREE* shipping on qualifying offers. Generative modeling is one of the hottest topics in artificial intelligence. Recent advances in the field have shown how it’s possible to teach a machine to excel at human endeavors—such as drawing Generative Deep Learning: Teaching Machines to Paint ...
It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders, generative Generative Deep Learning: Teaching Machines to Paint ...
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It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Generative Deep Learning: Teaching Machines to Paint ...
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