Curve fitting is a fundamental concept in data analysis and machine learning, where the objective is to identify a mathematical function that best represents or approximates a set of observed data points. The chosen function can take many forms - linear, polynomial, exponential, or even nonlinear models like those used in neural networks, depending on the complexity of the underlying relationship. The core challenge lies in reducing the gap between the actual data points and the predicted curve.

Doing a quick walk around the Charles II sculpture, with a bit more explanation of the story. Apologies for the momentary live feed with awful signal before! The young king , 21 years old, has just suffered a major defeat at the battle of Worcester. He fled to Boscobel house and was helped by the Penderel family. They disguised him as a common woodsman, with a coarse short, leather jerkin, breeches and ill fitting shoes. He was given a hat, but I didn’t want to carve him in a hat so I included a