Machine learning (also referred as predictive analytics) is having a growing impact on commercial operations, with several methods currently in place and numerous others being investigated. Risk management in banking sector has assumed greater importance since the international economic meltdown, with a continual emphasis on how threats were discovered, quantified, recognized, and controlled. Extensive research was targeted on risk management in banking sectors