All You Need to Know About Data Scaling

Standardization Vs. Normalization Tutorial

Image by Benjamin O. Tayo (Author).

Data Scaling is an important step in data preprocessing. In this tutorial, we review two common schemes for data scaling, namely, Standardization and Normalization. We will illustrate our examples using the cruise ship dataset.

Import Necessary Python Libraries