In this workshop we'll be giving a follow-up to our well-received classification I workshop. We begin to delve into deeper data science techniques.
A basic familiarity with R is assumed (for those who need a refresher check out www.datacamp.com).
The workshop will be accessible to all; however, some topics will involve higher level mathematics.
Topics that will be covered include:
1. Classification Trees
2. Random Forests
3. Logistic Regression
4. Penalized Logistic Regression
5. Elastic Net (time permitting)
Things to bring:
1. Your Laptop (required),
2. Installation of R and R studio. This workshop assumes basic familiarity with R.,