Why big data? -- Neural networks in finance -- Supervised models -- Semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : big data in options pricing and stochastic modeling -- Data clustering.

Cover -- Title Page -- Copyright -- Contents -- Preface -- 1 Why Big Data? -- Introduction -- Appendix 1.A Coding Big Data in Python -- Reference -- 2 Neural Networks in Finance -- Introduction -- Neural Network Construction Methodology -- The Architecture of Neural Networks -- Choosing the...