USC Schedule of Classes

Spring 2025

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
30490R048Lecture12:00-1:50pmTue, Thu0 of 80Mohammad Reza RajatiOHE122session dates
30561D034Lecture12:00-1:50pmTue, Thu0 of 20Mohammad Reza RajatiDEN@Viterbisession dates
Information accurate as of October 19, 2024 4:33 pm.
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