Gradient Boosting Regression Part 2 | Mathematics of Gradient Boosting

In this video, we'll dive deeper into Gradient Boosting Regression, specifically focusing on the underlying mathematics of the technique. We'll break down the mathematical concepts and equations that power Gradient Boosting, providing a comprehensive understanding of how it works.

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⌚Time Stamps⌚

00:00 - Intro
00:35 - Algorithm
01:46 - Additive Modelling
04:40 - Runge's Phenomenon
06:40 - Desmos Demo
09:45 - Gradient Boost Demo on Kaggle
12:44 - Explanation