USC Schedule of Classes

Spring 2025

classes begin
registration begins

Industrial and Systems Engineering 568:

Machine Learning (4.0 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
30079R048Lecture1:00-3:20pmFriday157 of 190Haipeng LuoSGM124session dates
30081R048Discussion3:30-4:20pmFriday157 of 190SGM124session dates
30265R048QuizTBATBA157 of 190OFFICEsession dates
30213D034Lecture1:00-3:20pmFriday14 of 30Haipeng LuoDEN@Viterbisession dates
30264R034Discussion3:30-4:20pmFriday14 of 30DEN@Viterbisession dates
30266R034QuizTBATBA14 of 30DEN@Viterbisession dates
Information accurate as of February 23, 2025 1:49 am.
Want to provide feedback on the upcoming redesign of Schedule of Classes? Join our Beta Software Program!