Creating New Features

Dec 10, 2025 · 3 min read · 🔍 Introduction Creating new features is one of the most impactful steps in feature engineering. While algorithms learn patterns, features tell the model what patterns to look for. By transforming raw data into meaningful representations, we help mac...