USC Schedule of Classes

Summer 2024

classes begin
registration begins

Electrical and Computer Engineering 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.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
30585R906Lecture12:00-1:50pmTuWTh5 of 30Mohammad Reza RajatiOHE120PDF (242102 KB)session dates
30589D911Lecture12:00-1:50pmTuWTh2 of 20Mohammad Reza RajatiDEN@ViterbiPDF (242102 KB)session dates
30587R906Discussion2:00-2:50pmFriday5 of 30OHE120session dates
30590R911Discussion2:00-2:50pmFriday2 of 20DEN@Viterbisession dates
Information accurate as of August 24, 2024 6:44 am.
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