Date(s) - 01/31/2020 - 02/01/2020
9:00 am - 5:00 pm
Holiday Inn Fort Meyers
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Machine Learning, Taught by Dr. Kevin Grimm
January 31-February 1, 2020, Ft. Myers, Florida
The first day starts with an overview of machine learning and continues with an introduction to the basic techniques. Topics for day 1 include cross-validation, multiple regression, and basic variable selection methods, as well as an overview of the R statistical framework. The second day focuses on advanced variable selection methods for regression analysis. Topics include multivariate adaptive regression splines, lasso regression, classification and regression trees, bagging, and random forests. Throughout the course, participants gain experience with these methods through hands-on exercises.