Coursework

Transportation

• 1.200   Transport Systems Analysis (A+)
• 1.201   Transport Systems: Demand & Economics (A+)
• 1.202   Demand Modeling (A+)
• 1.205   Advanced Demand Modeling
• 11.478   Behavior and Policy: Connections in Transportation

Optimization

• 6.251   Introduction to Mathematical Programming (A+)
• 6.252   Nonlinear Optimization
• 1.208   Resilient Networks (A+)
• 15.094   Robust Modeling, Optimization, and Computation
• 15.083   Integer Programming and Combinatorial Optimization

Probability and Statistics

• 1.203   Applied Probability & Stochastic Models (A+)
• 6.436   Fundamentals of Probability
• 6.265   Modern Discrete Probability (a.k.a. Advanced Stochastic Processes)

Machine Learning

• 6.867   Machine Learning
• 6.246   Reinforcement Learning: Foundations & Methods
• 6.S091   Introduction to Deep Reinforcement Learning
• 6.S191   Introduction to Deep Learning