This is a sample loan origination prediction solution based on xgboost on DataBricks.
Data is from: https://www.kaggle.com/wendykan/lending-club-loan-data#database.sqlite Code is initially from: https://databricks.com/blog/2018/08/09/loan-risk-analysis-with-xgboost-and-databricks-runtime-for-machine-learning.html
This is my adaptation.
Follow instructions on Word Document.