XGBoost Parameters

In this blogpost, I will write down and update my notes on XGBoost parameters.

First five excellent videos on XGBoost from Statquest channel:

XGBoost Part 1 (of 4): Regression

XGBoost Part 2 (of 4): Classification

XGBoost Part 3 (of 4): Mathematical Details

XGBoost Part 4 (of 4): Crazy Cool Optimizations

XGBoost in Python from Start to Finish

and a bonus here from Pedram Jahangiry's Youtube channel.

Here is a nice introductory thread on twitter on this topic by Martin Bel.