Financial Data Analytics and Machine Learning

4 units · Graduate professional courses (400-499)

Lecture, three hours. Requisites: courses 402, 407. Study of data science oriented toward predictive analytics with applications to finance. Topics include panel regressions, regularization, model validation and selection, models for discrete outcomes, text analysis, and standard machine learning methods. Letter grading.