Home Credit Group is an international consumer finance provider, focusing on lending to people with little or no credit history.
The goal is to predict clients' repayment abilities based on their previous applications, payment history, and a variety of alternative data.
Datasets available at: https://www.kaggle.com/c/home-credit-default-risk/data
References
LGBM and Bayesian Optimization @Ann Antonova https://www.kaggle.com/aantonova/797-lgbm-and-bayesian-optimization
Domain knowledge from former Home Credit analyst @Tuananhkk https://www.kaggle.com/c/home-credit-default-risk/discussion/63032
Feature selection @Will Koehrsen https://www.kaggle.com/willkoehrsen/introduction-to-feature-selection