feature scaling
28
Aug
22
Feb
Feature Engineering vs Feature Scaling
What is Feature Engineering? Feature engineering is an informal topic, and there are many possible definitions. We define feature engineering as creation of new features from our existing ones to improve model performance. A typical data science process might look like this: Project Scoping / Data Collection Exploratory Analysis Data Cleaning Feature Engineering Model Training […]