Gradient Boosting Machines
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Created by: Academics Content
Modified on: Thu, 18 Jul, 2019 at 10:46 AM
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
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