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USC Schedule of Classes

Summer 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
29922R901Lecture11:00-1:05pmMTuWTh18 of 80Victor AdamchikOHE132PDF (177213 KB)session datesbook list
29923R901DiscussionTBATBA18 of 80OFFICEsession dates
29924R901QuizTBATBA18 of 80OFFICEsession dates
29925D909Lecture11:00-1:05pmMTuWTh5 of 30Victor AdamchikDEN@ViterbiPDF (177213 KB)session datesbook list
29926R909DiscussionTBATBA5 of 30DEN@Viterbisession dates
29927R909QuizTBATBA5 of 30DEN@Viterbisession dates
Information accurate as of April 4, 2025 6:55 pm.