{epub download} Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

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

Download eBook

Online audio book downloads Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (English literature) 9781492041948

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

Links: [PDF] This Brutal World download download link, HISTORIA DE UN CARACOL QUE DESCUBRIO LA IMPORTANCIA DE LA LENTITUD leer pdf read book, {epub download} Natural Hospital Birth: The Best of Both Worlds here, Download Pdf Géographie read pdf, [PDF] Postcolonial Love Poem download pdf, [PDF] Up from Nothing: The Untold Story of How We (All) Succeed by John Hope Bryant, Andrew Young site, Download Pdf Total Recall - Et autres récits pdf, [Pdf/ePub] The Startup Community Way: Evolving an Entrepreneurial Ecosystem by Brad Feld, Ian Hathaway download ebook download pdf,