Machine learning can best be thought of as an application of AI that learns from data autonomously to improve over time, thus, that is why machine learning solely relies on statistical models to learn and self-correct.
These applications of machine learning are greatly beneficial to the financial sector. Machine learning has the ability to support investment decisions by computing risks on past decisions and historical data sets.
Source: Hitachi Solutions