5 ways in which machine learning can be used to generate more profitable returns including: portfolio optimization, volatility clustering, price prediction, trading bots and analyzing news sentiment. About Machine Learning in Finance Machine learning is busy taking over multiple industries today. Wherever you look you hear about “intelligent” speakers, cameras, traffic directions, self-driving cars, personal