Graduate Courses
Optimization
- Foundations of Optimization
- Optimization I
- Convex Optimization
- Robust Optimization
- Dynamic Programming
Ciamac C. Moallemi
Donald Goldfarb
Garud Iyengar
Aharon Ben-Tal
Awi Federgruen
Stochastic Models
- Foundations of Stochastic Modeling
- Stochastic Modeling I
- Stochastic Modeling II
- Queueing Theory and Applications
- Probability Theory I
Assaf Zeevi
Ward Whitt
Karl Sigman
Karl Sigman
Philip E. Protter
Statistics and Data Science
- Introduction to Econometrics and Statistical Inference
- Statistical Learning and Operations
- Empirical Methods in MS/OM
- Machine Learning (PhD Workshop)
- Time Series Modeling
- Data Science Bootcamp
Fanyin Zheng
Assaf Zeevi
Marcelo Olivares
Martin Haugh, Laurent Charlin, Shlomo Hershkop
Irene Hueter
Data Science Institute, Columbia University
Topics in Operations Research and Managment Science
- Revenue Management and Dynamic Mechanism Design
- Machine Learning for Operations
- Economic Networks
- Economics and Optimization of Online Marketplaces
- Engineering Online Matching Markets
- Electronic Trading in Limit Order Book
Ilan Lobel
Gah-Yi Ban
Alireza Tahbaz-Salehi
Gabriel Weintraub
Yash Kanoria and Jay Sethuraman
Costis Maglaras
Economics and Finance
- Economic Theory I & II: Microeconomics
- Economic Theory III & IV: Game Theory and Contract Theory
- Corporate Finance
- Asset Management
- Capital Markets and Investments
- Quantitative Finance
- Global Economic Environment II
Geoffrey Heal
Paolo Siconolfi
Lawrence Glosten
Geert Bekaert
Lars Lochstoer
Achilles Venetoulias
Andreas Mueller
Undergraduate Courses
IEOR Core Courses
- OR 1: Linear, Integer and Nonlinear Programming
- OR 2: Stochastic Processes
- OR 3: Network Models, Game Theory and Dynamic Programming
- Modeling and Simulation
- Production Planning and Control
- Traffic Systems Planning and Control
- Demand and Inventory Management
- Experimental Design
- Management Information Systems
- Fundamentals of Modern Manufacturing
- Fundamentals of Human Factors
Hongxuan Huang
Xiaobo Zhao
Lei Zhao
Hui Cao
Ye Cheng
Hai Jiang, Lefei Li
Simin Huang
Kaibo Wang
Ming Yu
Zhihai Zhang, Binfeng Li
Wei Zhang, Zhizhong Li
Economics and Management Courses
- Principles of Economics
- Engineering Economy
- History of Economic Thoughts
- Essentials of Management
Xue Qiao
Wanshan Zhu
Liangshu Qi
Ruifeng Yu
Some Selective Courses
- Mathematical Modeling
- Database Concepts
- Data Structures and Algorithms
Jinxing Xie
Xueyong Gu
Jing Xu