Ebook free download english Generative Deep

Criar uma Loja Virtual Grátis
Ebook free download english Generative Deep

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

Ebook free download english Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (English literature)


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

  • 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

Download eBook




Ebook free download english Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (English literature)

Overview

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



More eBooks: Books to download on kindle Prime Suspects: The Anatomy of Integers and Permutations 9780691149158 English version read pdf, Epub books collection torrent download Captain Marvel: Starforce on the Rise ePub MOBI PDB (English literature) by Steve Behling, Marvel Press Artist 9781368046961 pdf, Book free download Unboxing New York iBook PDF (English literature) by ODA New York 9781945150777 download link, Free new downloadable books Underhive: A Necromunda Anthology 9781784969905 by Mike Brooks English version download pdf, Download ebook format pdb American Visa by Juan de Recacoechea, Ilan Stavans, Adrian Althoff 9781933354200 download pdf,