Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Second Edition (4-Colour Edition)

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9789352139057
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    Full Colour Edition

    Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.

    By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.

    • Explore the machine learning landscape, particularly neural nets
    • Use Scikit-Learn to track an example machine-learning project end-to-end
    • Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods
    • Use the TensorFlow library to build and train neural nets
    • Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
    • Learn techniques for training and scaling deep neural nets
    Books
    Author
    Aurélien Géron
    Binding
    Paperback
    Condition Type
    New
    Country Origin
    India
    Edition
    Second
    Gift Wrap
    N
    Leadtime to ship in days (default)
    Ships in 1-2 days
    Pages
    852
    Publication Date
    15/10/2019
    Publisher
    Shroff/O'Reilly
    Year
    2019
    Dimensions
    Dimensions (W x H x D)
    7 x 9 x 1.5 inches

    Table of Contents (9789352139057_toc.pdf, 207 Kb) [Download]

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