- IAM 522 - Stochastic Calculus for Finance
- IAM 532 - Statistical Methods
- IAM 557 - Statistical Learning and Simulation
- IAM 573 - System Parameter Estimation and its Application
- IAM 611 - Numerical Methods for Financial Models
- IAM 749 - Numerical Algorithms with Financial Applications
- IAM 664 - Inverse Problems
- IAM 757 - Special Topics: Monte Carlo Methods in Finance and Insurance
- IAM 768 - Special Topics: Method and Applications of Uncertainty Quantification
- IAM 561 - Introduction to Scientific Computing I
- IAM 562 - Introduction to Scientific Computing II
- EE 5420 - Machine Learning by Probabilistic Models
- CENG 514 - Data Mining
- CENG 562 - Machine Learning
- CENG 574 - Statistical Data Analysis
- CENG 785 - Algorithmic Trading and Quantitative Strategies
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