Gradient Boosting


In this topic you will get an understanding of how to build a gradient boosting algorithm from scratch.

https://medium.com/mlreview/gradient-boosting-from-scratch-1e317ae4587d


In this topic you will get to know the various types of Boosting algorithm.

https://www.analyticsvidhya.com/blog/2015/11/quick-introduction-boosting-algorithms-machine-learning/


AdaBoost


In this topic you will understand the breakdown of adaboost and the intuition behind it.

https://towardsdatascience.com/adaboost-for-dummies-breaking-down-the-math-and-its-equations-into-simple-terms-87f439757dcf



XGBoost


In this topic you will get to know the theory behind XGBoost algorithm.

https://towardsdatascience.com/https-medium-com-vishalmorde-xgboost-algorithm-long-she-may-rein-edd9f99be63d