Industrial and Systems Engineering 529:

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.
    31529D048Lecture2:00-3:50pmMon, Wed42 of 45Maryam PishgarOHE122session dates
    31546D048Lecture2:00-3:50pmMon, Wed71 of 75Cesar Acosta-MejiaZHS352PDF (305920 KB)session dates
    31726D048Lecture5:00-6:50pmMon, Wed46 of 90Cesar Acosta-MejiaSLH100PDF (306053 KB)session dates
    31729D048Lecture12:00-1:50pmMon, Wed30 of 40Maryam PishgarDMC211session dates
    31731D034Lecture2:00-3:50pmMon, Wed8 of 20Maryam PishgarDEN@Viterbisession dates
    Information accurate as of December 2, 2023 4:48 pm.