This course will focus on artificial intelligence and deep learning and their applications in finance. There will be a strong emphasis on applications, the course instructor will discuss the portfolio management, optimization for instrument buckets, cases such as Bridgewater Associate and Renaissance as well as Long-Term Capital Management. This course seeks to provide the tools for students to become future fund manager.