The Regression Playbook: From Polynomial Curves to Ensemble Methods (and Why the Simplest Model Won)

Introduction Hey there! This week, I went full detective mode on regression models during my DataraFlow internship. What started as a simple polynomial curve-fitting exercise on a tiny salary dataset evolved into building a production-ready used-car ...