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Advanced Predictive Modeling with R - Milking Schedule

INFO 4390 - Advanced Predictive Modeling with R - Syllabus
Week Topics Tuesday Thursday
Week 0 Complete DataCamp Courses (Intro to Tidyverse/Intermediate R) BEFORE CLASS STARTS
Week 1 R/R Studio Intro / Tidyverse and Control Logic June 18 June 20
Week 2 Statistical Learning / Linear Regression June 25 June 27
Week 3 Logistic Regression July 2 July 4 HOLIDAY
Week 4 Discriminant Analysis / Cross Validation July 9 July 11
Week 5 Bootstrap Resampling / Ridge Regression July 16 July 18
Week 6 Lasso / Splines (local regression) July 23 July 25
Week 7 Gen Additive Models / CART Trees July 30 Aug 1
Week 8 CART Trees /Support Vector Machines Aug 6 Aug 8
Week 9 Neural Networks Aug 13 Aug 15
Present Projects
No Face-to-Face Meeting - Class Hybrid days


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