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    洪流细节 "Advanced Deep Learning with Keras"

    Advanced Deep Learning with Keras

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    上次检查: 18-10-2019 12:13:45

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    name:Advanced Deep Learning with Keras
    说明:

    Description
    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.
    YouTube 视频:
    类别:Books
    语言:English  English
    总大小:20.63 MB
    哈希信息:34934C8E3C1112C74BD11CFA1EBB58B8557C2C34
    增加:bookflare Verified UploaderBook Worm
    加入的日期:2019-04-24 09:28:36
    洪流地位:Torrent Verified


    评级:Not Yet Rated (Log in to rate it)


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    无可奉告，仍将过帐