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  • Duane Guthrie thinks this is interesting:

The scikit-learn module makes it very easy to use this normalization as a preprocessing step. We are going to use a pipeline of transformations: the first element will do the transformation and the second element will do the classification. We start by importing both the pipeline and the feature scaling classes as follows:


Cover of Building Machine Learning Systems with Python - Second Edition


setting up a pipeline