Financial institutions are adopting machine learning (ML) to improve operations and provide innovative financial services. ML algorithms can interpret vast volumes of financial data to identify patterns, estimate market trends, and reduce risk. This revolution is fueling a new era in finance, with applications ranging from tailored financial advice