ORIE 5160

Last Updated

  • Schedule of Classes - July 2, 2025 11:52AM EDT
  • Course Catalog - March 17, 2025 8:31AM EDT

ORIE 5160
Topics in Data Science and OR

Course information provided by the 2024-2025 Catalog. Courses of Study 2024-2025 is scheduled to publish mid-June.

Each year, the course will cover a different advanced topic at the intersection of data science and operations research, with the specific topic to be chosen by the instructor that year. The class will entail advanced reading, homework, and course project. Example semester-long topics include: Multi-arm bandit models in ML and OR, Statistical recovery in data science and OR, Graphical models in data science and OR, Causal inference in data science and OR, and Reinforcement learning in data science and OR.


Last 4 Terms Offered 2025SP, 2024FA, 2024SP, 2023FA

When Offered Spring.

Comments Recommended prerequisite: ORIE 3300, ORIE 3500, and CS 2800 are useful.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Combined with: ORIE 4160

  • 3 Credits Graded

  • Topic: Optimized Democracy

  •  7676 ORIE 5160   LEC 001

  •  
    • MW
    • Jan 21 - May 6, 2025

    • Golz, P

  • Instruction Mode: In Person

    Enrollment limited to: graduate students. Early Admit Master of Engineering (M.Eng.) students and Operations Research and Engineering (OR&E) Honors Program students may enroll with department approval.