The Machine Learning Advent Calendar Day 20: Gradient Boosted Linear Regression in Excel

The article explains the core concept of gradient boosting, a powerful ensemble learning technique that sequentially combines weak learners to improve predictive accuracy. It highlights how gradient boosting optimizes models by iteratively minimizing residual errors through gradient descent, with practical demonstrations such as implementing gradient-boosted linear regression in Excel, illustrating its accessibility and versatility for data scientists.