Python for Finance Cookbook

Table of Contents

1. Financial Data and Preprocessing
2. Technical Analysis in Python
3. Time Series Modelling
4. Multi-factor Models
5. Modeling Volatility with GARCH class models
6. Monte Carlo Simulations in Finance
7. Asset Allocation in Python
8. Identifying Credit Default with Machine Learning
9. Advanced Machine Learning Models in Finance
10. Deep Learning in Finance