USC Schedule of Classes

Summer 2024

classes begin
registration begins

Computer Science 559:

Machine Learning I: Supervised Methods (4.0 units)

Distribution-free and probabilistic methods for supervised classification and regression; learning algorithms; optimization techniques; feature-space transformations; parametric and nonparametric methods; Bayes decision theory; artificial neural networks.
  • Corequisite: EE 503 and EE 510
  • Crosslist: This course is offered by the EE department but may qualify for major credit in CSCI. To register, enroll in EE 559.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
30585R906Lecture12:00-1:50pmTuWTh7 of 30Mohammad Reza RajatiOHE120session dates
30589D911Lecture12:00-1:50pmTuWTh2 of 20Mohammad Reza RajatiDEN@Viterbisession dates
30587R906Discussion2:00-2:50pmFriday7 of 30OHE120session dates
30590R911Discussion2:00-2:50pmFriday2 of 20DEN@Viterbisession dates
Information accurate as of May 2, 2024 4:51 pm.