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TensorFlow Machine Learning Cookbook: Over 60 recipes to...

TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition

Nick McClure
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Skip the theory and get the most out of Tensorflow to build production-ready machine learning models

Key Features
  • Exploit the features of Tensorflow to build and deploy machine learning models
  • Train neural networks to tackle real-world problems in Computer Vision and NLP
  • Handy techniques to write production-ready code for your Tensorflow models
  • Book Description

    TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and allow you to dig deeper and gain more insights into your data than ever before.

    With the help of this book, you will work with recipes for training models, model evaluation, sentiment analysis, regression analysis, clustering analysis, artificial neural networks, and more. You will explore RNNs, CNNs, GANs, reinforcement learning, and capsule networks, each using Google's machine learning library, TensorFlow. Through real-world examples, you will get hands-on experience with linear regression techniques with TensorFlow. Once you are familiar and comfortable with the TensorFlow ecosystem, you will be shown how to take it to production.
    By the end of the book, you will be proficient in the field of machine intelligence using TensorFlow. You will also have good insight into deep learning and be capable of implementing machine learning algorithms in real-world scenarios.

    Категории:
    Година:
    2018
    Издание:
    2nd
    Издателство:
    Packt Publishing
    Език:
    english
    Страници:
    567
    ISBN 10:
    1789131685
    ISBN 13:
    9781789131680
    Файл:
    EPUB, 7.98 MB
    IPFS:
    CID , CID Blake2b
    english, 2018
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