Code generated in the video can be downloaded from here:
https://github.com/bnsreenu/python_for_microscopists
Dataset used in the video: https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(diagnostic)
XGBoost documentation:
https://xgboost.readthedocs.io/en/latest/
Video by original author: https://youtu.be/ufHo8vbk6g4