Regularization: The Art of Telling Your Model to Calm Down and Stop Overthinking

Your model is a conspiracy theorist. It sees patterns everywhere — even where none exist. Regularization is the calm friend who says "Maybe that's just a coincidence." Here's why that friend saves everything.