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:
https://github.com/rashida048/Machine...

The dataset used in this tutorial:
https://github.com/rashida048/Machine...

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

The github page that was presented for the XGBoost documentation and  parameters description:
https://gist.github.com/pb111/cc34140...
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