USC Schedule of Classes

Fall 2025

classes begin
registration begins

Data Science 561:

Predictive Analytics (4.0 units)

Supervised learning. Linear regression, cross validation, ridge and lasso regression, logistic regression, k-nearest-neighbors, decision trees, random forest and gradient-boosting models, support vector machines, neural networks.
  • Crosslist: This course is offered by the ISE department but may qualify for major credit in DSCI. To register, enroll in ISE 529.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
31529D048Lecture2:00-3:50pmMon, Wed0 of 45OHE122session dates
31546D048Lecture2:00-3:50pmTue, Thu0 of 49GFS101session dates
31712D048Lecture5:30-7:20pmMon, Wed0 of 70Tao MaSOSB46session dates
31729D048Lecture5:30-7:20pmTue, Thu0 of 90GFS106session dates
31731D034Lecture2:00-3:50pmMon, Wed0 of 20DEN@Viterbisession dates
Information accurate as of March 6, 2025 12:53 am.
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