normalization

Introduction to Feature Scaling I was recently working with a dataset that had multiple features spanning varying degrees of magnitude, range, and units. This …

Introduction This article primarily focuses on data pre-processing techniques in python. Learning algorithms have affinity towards certain data types on which they perform incredibly well. …

Overview Learn the widely used technique of dimension reduction which is Principal Component Analysis (PCA) Extract the important factors from the data with the …