When Machine Learning Works for Investing

In what areas does machine learning have advantages over conventional financial/investment analysis? In his June 2018 presentation entitled "Nine Financial Applications of Machine Learning", Marcos Lopez de Prado summarizes investing-related areas in which well-supervised machine learning outperforms conventional methods. Based on relevant research and his experience, he asserts that: