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
Bibliography
Includes bibliographical references and index
Notes
Description based on online resource; title from digital title page (viewed on March 22, 2023)
