What is Feature Engineering?

“Feature engineering is the process of transforming raw data into features that better represent the underlying problem to the predictive models, resulting in improved model accuracy on unseen data.” - Dr. Jason Brownlee

Examples:

Why Feature Engineering?

Some techniques for numeric data


Some techniques for categorical data