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[书籍介绍] Advanced Deep Learning with Keras(True PDF) [推广有奖]

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baiwei1637124 学生认证  发表于 2018-11-2 22:01:08 |显示全部楼层
本帖最后由 baiwei1637124 于 2018-11-2 22:07 编辑

Advanced Deep Learning with Keras
Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning,policy gradients, and more.

简介:

Recent developments in deep learning, including GANs, Variational Autoencoders, and Deep Reinforcement Learning, are creating impressive AI results in our news headlines - such as AlphaGo Zero beating world chess champions, and generative AI that can create art paintings that sell for over $400k because they are so human-like.
Advanced Deep Learning with Keras is a comprehensive guide to the advanced deep learning techniques available today, so you can create your own cutting-edge AI. Using Keras as an open-source deep learning library, you'll find hands-on projects throughout that show you how to create more effective AI with the latest techniques.
The journey begins with an overview of MLPs, CNNs, and RNNs, which are the building blocks for the more advanced techniques in the book. You’ll learn how to implement deep learning models with Keras and Tensorflow, and move forwards to advanced techniques, as you explore deep neural network architectures, including ResNet and DenseNet, and how to create Autoencoders. You then learn all about Generative Adversarial Networks (GANs), and how they can open new levels of AI performance. Variational AutoEncoders (VAEs) are implemented, and you’ll see how GANs and VAEs have the generative power to synthesize data that can be extremely convincing to humans - a major stride forward for modern AI. To complete this set of advanced techniques, you'll learn how to implement Deep Reinforcement Learning (DRL) such as Deep Q-Learning and Policy Gradient Methods, which are critical to many modern results in AI.
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Advanced Deep Learning with Keras.pdf

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Livveconomics 发表于 2018-11-2 22:43:15 来自手机 |显示全部楼层
baiwei1637124 发表于 2018-11-2 22:01
Advanced Deep Learning with Keras
Apply deep learning techniques, autoencoders, GANs, variational a ...
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baiwei1637124 学生认证  发表于 2018-11-2 22:58:02 来自手机 |显示全部楼层
Livveconomics 发表于 2018-11-2 22:43
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phipe 发表于 2018-11-2 23:38:37 |显示全部楼层
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baiwei1637124 学生认证  发表于 2018-11-3 00:15:13 来自手机 |显示全部楼层
phipe 发表于 2018-11-2 23:38
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jiaminZ 发表于 2018-11-4 18:48:18 来自手机 |显示全部楼层
baiwei1637124 发表于 2018-11-2 22:01
Advanced Deep Learning with Keras
Apply deep learning techniques, autoencoders, GANs, variational a ...
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eeabcde 发表于 2018-11-4 21:40:41 |显示全部楼层
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baiwei1637124 学生认证  发表于 2018-11-5 13:45:03 |显示全部楼层
jiaminZ 发表于 2018-11-4 18:48
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baiwei1637124 学生认证  发表于 2018-11-5 13:45:41 |显示全部楼层
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wzriver 发表于 2018-11-7 07:24:58 |显示全部楼层
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