Credit Risk Modeling

Description from DukeHub

Mini courses will introduce select topics in quantitative finance to highlight application of quantitative models to solve various problems in finance. Key topics include the current trends of banking, financial market and insurance such as quantitative trading and investments, financial risk management, derivatives and impacts of technology and AI. Lectures are generally delivered by industry practitioners or Duke faculty with significant industry experiences in the form of case studies and class projects.

Skills

• data and statisticsdescription: "quantitative" and 2 more
• financedescription: "finance" and 6 more

AI-resilient: 1 of 5 1/5

• No: Physical, lab or field work
• No: Live work with people
• ✓Yes: Judgment someone is accountable for · "risk"
• No: A craft you practice with your hands or body
• No: Small, in-person format

The checks lean on Microsoft Research, Working with AI (2025), which found generative AI applies least to physical work and hands-on work with people. A signal, not a promise. How the score works

More in IDS

• Design Your Own Social and Behavioral Research IDS 306S
• Practical Data Science II IDS 541
• Applied Machine Learning IDS 542
• Introduction to Data Science and Quantitative Methods in Risk Management IDS 583
• Data Science and Decision Optimization in Banking & Financial Services IDS 586
• Crypto Trading IDS 598-02

All IDS courses · All of Graduate School