Big Data Science in Finance (Hardcover)

1. Why Big Data?
2. Neural Networks in Finance
3. Supervised Models
4. Modeling Human Behavior with Semi-Supervised Learning
5. Letting the Data Speak with Unsupervised Learning
6. Big Data Factor Models
7. Data as a Signal versus Noise
8. Applications: Big Data in Options Pricing and Stochastic Modeling
8. Data Clustering

Conclusions