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Python Data Analytics: With Pandas, NumPy, and Matplotlib by Fabio Nelli

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© Fabio Nelli 2018
Fabio NelliPython Data Analyticshttps://doi.org/10.1007/978-1-4842-3913-1_8

8. Machine Learning with scikit-learn

Fabio Nelli1 
(1)
Rome, Italy
 

In the chain of processes that make up data analysis, the construction phase of predictive models and their validation are done by a powerful library called scikit-learn. In this chapter, you see some examples that illustrate the basic construction of predictive models with some different methods.

The scikit-learn Library

scikit-learn is a Python module that integrates many of machine learning algorithms. This library was developed initially by Cournapeu in 2007, but the first real release was in 2010.

This library is part of the SciPy (Scientific Python) group, a set of libraries created for ...

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