Boosting is one of the most powerful ideas in machine learning.
In this video, we explain Boosting in a simple way: how models learn one after another, how each new model focuses on the mistakes made by the previous model, and how Boosting is different from Bagging.
We also introduce the main Boosting algorithms that will be covered in the next videos:
AdaBoost
Gradient Boosting
XGBoost
LightGBM
CatBoost
If you’re learning machine learning step by step, this series is for you.
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What is Boosting in Machine Learning? (Super Simple) | NatokHD