Aotu Lab

May 20, 2021 · Artificial Intelligence

Why Linear Regression Matters: Theory, Python Implementation, and Boston Housing Prediction

An enthusiastic overview walks through the fundamentals of linear and multivariate regression, explains loss functions and least‑squares optimization, shows Python implementations of fit and predict, and applies the model to the classic Boston housing dataset to illustrate feature impact and prediction.