USC Schedule of Classes

Fall 2014

Industrial and Systems Engineering 568:

Machine Learning (3.0 units)

Statistical methods for building intelligent and adaptive systems that improve performance from experiences; Focus on theoretical understanding of these methods and their computational implications. Recommended preparation: Undergraduate level training or coursework in linear algebra, multivariate calculus, basic probability and statistics; an undergraduate level course in Artificial Intelligence may be helpful but is not required.
  • Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 567.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
30049D048Lecture2:00-3:20pmTue, Thu34 of 60Yan LiuGFS116feesession dates
30095D048Lecture8:30-9:50amMon, Wed107 of 130Fei ShaMRF340PDF (81104 KB)feesession dates
Information accurate as of March 9, 2015 8:11 am.
Want to provide feedback on the upcoming redesign of Schedule of Classes? Join our Beta Software Program!