Feature Engineering: The Dark Art of Teaching Your Model to See What You See

You see "January 15, 2024, 3:47 PM" and instantly know it's a winter Tuesday afternoon. Your model sees the number 1705333620. Feature engineering is teaching your model to see what humans see — and often, things humans miss entirely.