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portada Deep Learning with Structured Data
Type
Physical Book
Author
Publisher
Year
2020
Language
English
Pages
273
Format
Paperback
Dimensions
23.1 x 18.5 x 1.8 cm
Weight
0.44 kg.
ISBN13
9781617296727
Edition No.
1
Categories

Deep Learning with Structured Data

Mark Ryan (Author) · Manning Publications · Paperback

Deep Learning with Structured Data - Ryan, Mark

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Synopsis "Deep Learning with Structured Data"

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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