I'm a beginner XGBoost looking build to a data (large) prediction, does anyone have any tutorial?

Hello everyone,

I’m new to XGBoost. I’ve worked on other machine learning algorithms in sklearn.

To better understand XGBoost, I’m looking to build a model on large-scale data prediction, such as credit card default prediction? I’m also looking for beginner tutorials. What are some best practices in XGBoost?

I saw a few articles and notebooks on medium. But with medium, it’s really hard to know if the person is an expert or he/she is doing it right.

So, I hope the real experts here could provide some directions. Thank you!