IT-enabled innovations have reshaped the finance industry, leading to the emergence of Fintech. Big data analytics in particular have changed how financial information is disseminated, processed and analyzed. Individual investors and financial institutes who are able to leverage the new IT to analyze the big financial data will have a leading edge. This class discusses these new opportunities and challenges. It seeks to equip students with these highly coveted skills in the market.