Mathematical optimization plays a central role in quantitative finance. For example, constructing a portfolio of financial assets and the pricing of financial derivatives can be formulated as optimization problems. Artificial intelligence and machine learning also use optimization techniques to fit their models. This course will focus on mathematical optimization models and methods useful for quantitative finance. Major classes of financial models will also be studied as well as.