1Part I: Foundations
9Chapter 9: Generative AI in Quantitative Research
2Chapter 1: Introduction to Quantitative Analysis
10Chapter 10: Explainable AI and Model Interpretability
3Part I: Foundations
11Chapter 11: AI for Risk Management and Compliance
4Chapter 2: Artificial Intelligence in Finance
12Chapter 12: Programming and Tools for AI-Driven Quant Models
5Chapter 3: Mathematics and Statistics for AI Models
13Chapter 13: Data Acquisition and Processing
6Chapter 4: Supervised Learning for Financial Prediction
14Chapter 14: Deployment and Productionalization of AI Models
7Chapter 7: Reinforcement Learning in Trading and Portfolio Management
15Chapter 15: Ethical Considerations and Future of AI in Quant
8Chapter 8: Natural Language Processing for Financial Text
