XGBoost or eXtreme Gradient Boosting is a very popular implementation of the Gradient Boosting algorithm. This tutorial shows some important aspects of it, parameters, and the implementation of a classification model in Python.
The dataset used in this tutorial:
https://github.com/rashida048/Machine...

The complete code of this tutorial:
https://github.com/rashida048/Machine...

The detailed video of the Gradient Boosting Algorithm is here:
   • Gradient Boosting Machine  Easy Expl...  

The Official Documentation of the XGBoost algorithm:
https://xgboost.readthedocs.io/en/lat...

The github page that explains the XGBoost algorithm in detail:
https://gist.github.com/pb111/cc34140...

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