Fortunately, encoding categorical data efficiently helps enhance the performance of machine learning models. In this beginner’s guide, we dive into the different techniques for encoding ...

This book chapter explores feature engineering techniques in machine learning, covering topics such as rescaling ... Strategies for working with categorical data are explored, including different ...

Many machine learning techniques require such string ... for systematically identifying and encoding various sorts of categorical string features in tabular datasets. We will also examine an ...