XGBoost Regressor in Python - sklearn

This is a complete tutorial on XGBoost regressor in Python - sklearn. Each step is explained in detail.
The complete working code on XGBoost Classifier in sklearn is here:
github.com/ras...
The dataset used in this tutorial:
github.com/ras...
The Official Documentation of the XGBoost algorithm:
xgboost.readth...
The github page that was presented for the XGBoost documentation and parameters description:
gist.github.co...
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