The Role of Machine Learning in Portfolio Composition and Management

This chapter explores the application of machine learning in portfolio composition and management asset allocation. It discusses the optimization techniques used to maximize returns and the importance of considering liquidity constraints. The chapter also highlights the use of machine learning to analyze risk factors and emphasizes the need to optimize globally while considering various constraints and user needs.