Description

Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats in YouTube videos. Powerful deep learning techniques can efficiently extract insight from the kind of structured data collected by most businesses and organisations.

Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.

Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.

• The benefits and drawbacks of deep learning

• Organizing data for your deep learning model

• The deep learning stack

• Measuring performance of your models

For readers with an intermediate knowledge of Python, Jupyter notebooks, and machine learning.

Deep Learning with Structured Data

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£61.40

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Paperback / softback by Mark Ryan

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Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats... Read more

    Publisher: Manning Publications
    Publication Date: 02/03/2021
    ISBN13: 9781617296727, 978-1617296727
    ISBN10: 1617296724

    Number of Pages: 273

    Non Fiction , Computing

    Description

    Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats in YouTube videos. Powerful deep learning techniques can efficiently extract insight from the kind of structured data collected by most businesses and organisations.

    Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.

    Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.

    • The benefits and drawbacks of deep learning

    • Organizing data for your deep learning model

    • The deep learning stack

    • Measuring performance of your models

    For readers with an intermediate knowledge of Python, Jupyter notebooks, and machine learning.

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