Here is a short intro on the theory of Gradient Boosted Decision Trees: https://developers.google.com/machine-learning/decision-fore...

And here is a practical intro to it, you can run it right in your browser if you open it in Colab: https://www.tensorflow.org/decision_forests/tutorials/beginn...