1. Introduction In recent years, the finance industry has witnessed a significant shift towards leveraging data science to drive insights and decision-making. Data science has become increasingly crucial in analyzing vast amounts of financial data efficiently and accurately. This amalgamation of finance and data science is transforming the way institutions operate, make strategic decisions,...