1. Introduction Loan products are essential in the banking sector, providing clients with a means to finance their projects while enabling banks to […]
Savings products are a fundamental offering in any financial institution, providing a secure way for clients to grow their funds while helping banks […]
In our previous exploration of penalized regression models such as Lasso, Ridge, and ElasticNet, we demonstrated how effectively these models manage multicollinearity, allowing […]
Cybersecurity threats are becoming increasingly sophisticated and numerous. To address these challenges, the industry has turned to machine learning (ML) as a tool […]
LightGBM is a highly efficient gradient boosting framework. It has gained traction for its speed and performance, particularly with large and complex datasets. […]
