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Hands-On Application Development with PyCharm
book

Hands-On Application Development with PyCharm

by Quan Nguyen
September 2019
Beginner to intermediate content levelBeginner to intermediate
494 pages
13h
English
Packt Publishing
Content preview from Hands-On Application Development with PyCharm

Machine-learning-based insights

Unlike the previous analysis methods, the methods discussed in this subsection and others similar are based on more complex mathematical models and machine learning algorithms. Given the scope of this book, we will not be going into the specific theoretical details for these models, but it's still worth seeing some of them in action by applying them to our dataset:

  1. First, let's consider the feature correlation matrix for our dataset. As the name suggests, this model is a matrix (a 2D table) that contains the correlation between each pair of numerical attributes (or features) within our dataset. A correlation between two features is a real number between -1 and 1, indicating the magnitude and direction of the ...
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Publisher Resources

ISBN: 9781789348262Supplemental Content