This bootcamp will focus on advanced machine learning techniques currently being used in the financial industry, as well as novel techniques at the forefront of academic research. Topics will include unsupervised and supervised machine learning, data mining and applications in predictive and risk analytics, fraud detection and consumer finance, deep reinforcement learning, natural language processing, high-frequency models of financial markets, and credit risk analytics.