Polynomial regression

Linear regression, with its straightforward elegance, is often the first tool many data scientists reach for. It’s intuitive, easy to interpret, and works remarkably well in many scenarios. However, the real world is rarely perfectly linear. Relationships between variables are often curved, complex, and defy the simplicity of a straight line. This is where Polynomial … Read more