[Datasciencecentral] BigDataFr recommends: More on Fully Automated Machine Learning

automated machine learning

BigDataFr recommends: More on Fully Automated Machine Learning

[…] Recently we’ve written a series of articles on Automated Machine Learning (AML) which are platforms or packages designed to take over the most repetitive elements of preparing predictive models.  Typically these cover cleaning, preprocessing, some feature engineering, feature selection, and then model creation using one or several algorithms including hyperparameter optimization.  Most will then offer code export and an API for scoring.

Two Major Schools

These are grouped into two major schools.  Tools for professional data scientists are open source packages in Python or R that are integrated with common libraries like scikit-learn.  Since it requires knowledge of these common data science scripting languages it’s unlikely that non-data scientists will try to use them, hence our “professional” title. […]

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By William Vorhies
Source: datasciencecentral.com

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