Students are able to earn multiple concentrations, each of which will be officially recognized on the graduate's transcript unless opted out.
300 units needed (350 available)
Winter Quarter
FINM 32600 - Computing for Finance in C++ (100 units)
FINM 32900 - Full-Stack Quantitative Finance (100 units)
Spring Quarter
FINM 32700 - Advanced Computing for Finance (100 units)
FINM 32950 - Introduction to HPC in Finance (50 units)
300 units needed (600 available)
Winter Quarter
FINM 33160 - Machine Learning for Finance (100 units)
FINM 34600 - The Analysis of High Frequency Data (100 units)
Spring Quarter
FINM 33200 - Generative and Agentic AI for Finance (100 units)
FINM 34700 - Multivariate Statistical Analysis (100 units)
Autumn Quarter
FINM 33100 - Foundations of Applied Machine Learning (50 units)
FINM 33165 - Reinforcement Learning and Deep Learning (100 units)
FINM 34800 - Modern Applied Optimization (100 units)
300 units needed (300 available)
Winter Quarter
FINM 34500 - Stochastic Calculus (100 units)
FINM 37500 - Fixed Income Derivatives (50 units)
Spring Quarter
FINM 32000 - Numerical Methods (100 units)
Autumn Quarter
FINM 37000 - Futures and Related Derivatives (50 units)
300 units needed (300 available)
Winter Quarter
FINM 37400 - Fixed Income (50 units)
Spring Quarter
FINM 35700 - Credit Markets (100 units)
FINM 37301 - Foreign Exchange: Markets, Products, and Pricing (50 units)
Autumn Quarter
FINM 31200 - Blockchain and Cryptoassets for Finance (50 units)
FINM 35600 - Institutional Crypto Markets: Liquidity and Mechanism Design (50 units)
250 units needed (250 available)
Winter Quarter
FINM 33150 - Quantitative Trading Strategies (100 units)
Spring Quarter
FINM 35900 - Macro-Finance (50 units)
Autumn Quarter
FINM 37601 - Mathematical Market Microstructure: An Optimization Approach (100 units)
In the quarter of the student's graduation, the program will inform the student of the concentrations earned. It will be at this time that the student will confirm their intent to have the concentration awarded.
The concentration requirements listed above apply to students graduating in Winter, Spring, Summer, or Autumn Quarter 2026.