Risk Quantification Operations

What You Will Learn

• 1 Learn foundational concepts of risk quantification and its role in financial decision-making.
• 2 Understand statistical methods for measuring and analyzing financial risk data.
• 3 Apply credit risk modeling techniques including probability of default and loss given default.
• 4 Analyze market risk using Value at Risk (VaR), expected shortfall, and sensitivity measures.
• 5 Develop operational risk frameworks with scenario analysis and loss distribution approaches.
• 6 Explore liquidity risk metrics and stress testing methodologies.
• 7 Implement portfolio risk models incorporating correlation and diversification effects.
• 8 Interpret regulatory capital requirements under Basel III and related frameworks.
• 9 Construct risk aggregation systems and reporting dashboards for enterprise risk management.
• 10 Evaluate advanced topics such as machine learning in risk quantification and model risk management.