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1. Uncertainty and decision-making 2. The concept of probability 3. Distributions and expectation 4. The concept of utility 5. Games and optimization 6. Entropy 7. Mathematical aspects 8. Exchangeability and inference 9. Extremes 10. Risk, safety and reliability 11. Data and simulation 12. Conclusion Appendix.