1. Introduction to Deep Learning and Financial Modeling 2. Deep Learning and Addressing the Class Imbalance Problem 3. Predicting Interest Rates and Spreads Using Deep Learning 4. Predicting Stock Market prices using Deep Learning 5. Predicting Inflation Rates using Deep Learning 6. Analyzing the GDP using Deep Learning 7. Predicting Exchange Rates using Deep Learning 8. Asset Allocation Optimization Using Deep Learning 9. Deep Learning, Credit Scoring and Underwriting 10. Deep Learning and Fraud Detection 11. Deep Learning and Sentiment/News Analysis 12. Banking and Insurance Solvency Capital Calculation Using Deep Learning 13. Insurance Pricing Using Deep Learning 14. Conclusion

Provides detailed coverage of life contingency risks and survival models Presents self-contained chapters with coverage of key topics from both practitioner and theoretical viewpoints Includes numerous real world exercises that are accompanied by enlightening solutions Covers useful background information on how and why the subject has evolved and developed