This module introduces liquidity risk in modern financial markets and explores how artificial intelligence and machine learning are applied to enhance risk assessment, decision-making, and portfolio management under evolving market conditions.

This module examines AI-specific risk systems, governance structures, and ethical considerations, focusing on risk classification, fairness, cyber risk, and systemic vulnerabilities arising from advanced technologies.

This module explores systemic financial crises, focusing on market interconnectedness, liquidity stress, non-bank financial institutions, and the role of policy interventions in stabilizing markets.

This module provides an in-depth understanding of benchmark reform, the decline of LIBOR, adoption of alternative reference rates, and the operational, legal, and risk management challenges of benchmark transition.

This module addresses climate-related financial risks and digital financial innovations, examining climate risk drivers, transmission channels, digital money, and central bank digital currencies.

This module focuses on enterprise-wide risk management, covering ERM principles, leadership roles, risk appetite frameworks, and the integration of risk into strategic decision-making.

This module examines risk culture, conduct risk, organizational structure, and risk measurement tools that support ethical behavior, accountability, and long-term institutional resilience.