Python Crawling & Data Mining

Aug 28, 2020 · Artificial Intelligence

Build and Optimize Multiple Linear Regression in Python

This article walks through constructing a multiple linear regression model for house price prediction using Python, covering data exploration, dummy variable creation, model fitting with statsmodels, diagnosing multicollinearity via VIF, and applying optimizations to improve predictive accuracy.