How and why to Standardize your data: A python tutorial

In this post I explain why and how to apply Standardization using scikit-learn in Python

Serafeim Loukas, PhD
Towards Data Science
4 min readMay 26, 2020

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Figure taken from: https://scikit-learn.org/stable/auto_examples/preprocessing/plot_all_scaling.html. Left subplot: the unscaled data. Right subplot: the transformed data.

Hi there.

This is my first Medium post. I am an electrical & computer engineer currently finishing my PhD studies in the biomedical engineering and computational neuroscience field. I have been…

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