Courses
FIN 7790 Machine Learning for Financial Market Modelling and Analysis (3 units)
This course focuses on the application of machine learning in the financial services industry. It aims to equip students with the necessary skills and expertise to utilise machine learning algorithms and techniques in finance. The course covers the fundamentals of machine learning and explores its application in areas such as stock market forecasting, asset valuation, risk and fraud detection, portfolio management (robo-advisors), and sentiment analysis. Additionally, participants will learn about the factors and steps involved in deploying machine learning models for production use. By gaining knowledge in these areas, students will be prepared to navigate the evolving landscape of the financial services industry and harness the power of machine learning to drive innovation and create value.