6 Ways to Encode Features for Machine Learning Algorithms

A machine learning algorithm needs to be able to understand the data it receives. For example, categories such as "small", "medium", and "large" need to be converted into numbers. To solve that, we can for example convert them into numeric labels with "1" for small, "2" for medium, and "3" for…