An Introduction to Preprocessing Data for Machine Learning

Understand how and when to apply common preprocessing techniques

Photo by Markus Krisetya on Unsplash

Machine learning algorithms learn patterns that exist in a set of features and use these patterns to predict a given target variable for new unknown data. The resulting trained model is essentially a mathematical function that successfully maps the values of…