[PDF/ePub]->Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play By David Foster

BOOK PDF Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

By : David Foster

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Book Synopsis :

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 deep learningLearn about

Book Detail :

Author : David Foster

Pages : 330 pages

Publisher : O'Reilly Media

Language :

ISBN-10 : 1492041947

ISBN-13 : 9781492041948

 
Supporting format: PDF, EPUB, Kindle, Audio, MOBI, HTML, RTF, TXT, etc.
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