What Kind of Problems Can Machine Learning Solve?

The use of machine learning technology is spreading across all areas of modern organizations, and its predictive capabilities suit the finance function's forward-looking needs. Understanding how to work with machine learning models is crucial for making informed investment decisions. Yet, for many finance professionals, successfully employing them is the equivalent of navigating the Bermuda Triangle. Does this project match the characteristics of a typical machine learning problem? Is there a solid foundation of data and experienced analysts?