Actuarial Principles

Dr Andrew Leung is a fellow of the actuarial professions in both the UK and Australia. He also has post graduate qualifications in pure mathematics and mathematical economics. He has worked for international actuarial consulting firms, in banking, insurance and investment. For more than 10 years he led the professional investment courses for the Australian profession and was the editor of the Australian Actuarial Journal. More recently, he established the actuarial course at Monash University, Melbourne, on which his book is based.

• 1. Introduction to Deep Learning and Financial Modeling2. Deep Learning and Addressing the Class Imbalance Problem3. Predicting Interest Rates and Spreads Using Deep Learning4. Predicting Stock Market prices using Deep Learning5. Predicting Inflation Rates using Deep Learning6. Analyzing the GDP using Deep Learning7. Predicting Exchange Rates using Deep Learning8. Asset Allocation Optimization Using Deep Learning9. Deep Learning, Credit Scoring and Underwriting10. Deep Learning and Fraud Detection11. Deep Learning and Sentiment/News Analysis12. Banking and Insurance Solvency Capital Calculation Using Deep Learning13. Insurance Pricing Using Deep Learning14. Conclusion