MATH 586
Data Science and Decision Optimization in Banking & Financial Services
Duke University · UGRD · Fall 2026
Catalog description
Course teaches students how to apply machine learning and artificial intelligence techniques, traditional statistical modeling skills, decision optimization methods, and economic and financial theory to perform quantitative analysis, develop models, and optimize decisions in the banking and financial services industries. It prepares students for quantitative finance careers in wealth management, consumer lending, commercial banking, risk management, and CCAR stress testing. In addition to rigorous academic training, students also gain practical experience through case studies and develop a showcase project with the support of financial industry experts.
Sections
Current meeting, instructor, credit, and enrollment details
001
Availability not recently verified- Days & times
- No scheduled meeting time
- Meeting dates
- —
- Location
- —
- Instructor
- Staff