Course Listings

2024 Spring > GRAD > busadm > busadm 782

Optimization for Data Science

Course #: busadm 782

Description:
This course teaches optimization theory and techniques that are powerful and important tools for conduction research in Data Science area. Optimization techniques can be used for mining and analytics of complex systems in Data Science field, which can greatly impact the decision making process in this area. This course covers linear and discrete optimization techniques including linear programming, integer programming, and network optimization; and emphasizes on how they can be applied to research problems. It focuses on effective formulation, techniques, basic mathematical and algorithmic concepts, and software solution of large-scale problems arising in Data Science applications.

Section Class Number Schedule/Time Instructor Location
01 9575 M
4:00 - 6:45 pm
Rahmanniyaychomachaei,Fahimeh McCormack M03-0617
Session: Regular
Class Dates: 01/22/2024 - 05/08/2024
Capacity: 20
Enrolled: 4
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites:
Course Attributes: