IE 5870: Big Data Analytics and Optimization
(Dual-listed with IE 4870).
Credits: 3. Contact Hours: Lecture 3.
Prereq: [IE 3120 and STAT 3031] or Graduate Standing or Permission of Department
Optimization and machine learning related to big data problems. Modern modeling for supervised and unsupervised learning, and reinforcement learning with applications in big data analytics. Implementation of machine learning and optimization algorithms. Applications demonstrated through popular benchmark datasets. .
(Typically Offered: Spring)