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  • 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

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Luna: Moon Rising by Ian McDonald The continuing saga of the Five Dragons, Ian McDonald’s fast-paced, intricately plotted space opera pitched as Game of Thrones meets The Expanse A hundred years in the future, a war wages between the Five Dragons—five families that control the Moon’s leading industrial companies. Each clan does everything in their power to claw their way to the top of the food chain—marriages of convenience, corporate espionage, kidnapping, and mass assassinations. Through ingenious political manipulation and sheer force of will, Lucas Cortas rises from the ashes of corporate defeat and seizes control of the Moon. The only person who can stop him is a brilliant lunar lawyer, his sister, Ariel. Witness the Dragons’ final battle for absolute sovereignty in Ian McDonald’s heart-stopping finale to the Luna trilogy. Luna
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Como tratar con gente complicada: Saca lo mejor de los demas en sus peores momentos / Dealing With Difficult People by Rick Brinkman, Rick Kirshner El bestseller que ha ayudado a miles de personas a lidiar de forma adecuada con distintos tipos de personas conflictivas y situaciones difíciles.

Cómo tratar con gente complicada te brinda una serie de estrategias y herramientas emocionales y de comportamiento para mejorar tus relaciones interpersonales. Descubre las características de los diferentes psicotipos (tipos de personalidad) para llevarte bien cuando tratas con personas que tienen la misteriosa habilidad de sabotear, descarrilar e interferir con tus planes, necesidades y deseos.

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Stop letting unpleasant people interfere with your performance – or your happiness. Use this handy guide to quickly diagnose what’s making the difficult people be so challenging … and then identify how to best deal with them.

A concise companion to the international best-seller Dealing With People You Can’t Stand: How to Bring Out the Best in People at Their Worst, this handbook includes a concise, two-page summarize for each of the top 10 difficult behaviors you’ll encounter at work and elsewhere in your life. You’ll discover how to:

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