USC Schedule of Classes

Spring 2024

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
31546D048Lecture12:00-1:50pmMon, Wed
40 of 40
Maryam PishgarOHE100DPDF (166985 KB)session dates
31729D048Lecture12:00-1:50pmTue, Thu26 of 30Victoria StoddenGER206session dates
31731D048Lecture4:00-5:50pmTue, Thu43 of 65Victoria StoddenTHH208session dates
31746D034Lecture12:00-1:50pmMon, Wed2 of 20Maryam PishgarDEN@ViterbiPDF (166985 KB)session dates
Information accurate as of October 7, 2024 6:46 am.
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