(videolecture10)=

# Videolecture 10. Gradient boosting

1\. Fundamental ideas behind gradient boosting

<p align="center"><iframe width="560" height="315" style='' src="https://www.youtube.com/embed/g0ZOtzZqdqk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></p>

2\. An overview of the key ideas behind major boosting implementations: Xgboost, LightGBM, and CatBoost

<p align="center"><iframe width="560" height="315" style='' src="https://www.youtube.com/embed/V5158Oug4W8" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></p>