100 Days of Machine Learning | CampusX - 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. ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in/s/store ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 E-mail us at [email protected] ⌚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