For the final project of this class, I was given a dataset and asked to perform exploratory data analysis to find:
Find a model that “best” explains the relationship between your response variable(s) and the predictor variables, then interpret those relationships
Make predictions (either probabilities or counts—as appropriate) from your final model
My final model ended up being a negative binomial generalized linear model with a log link. The Project Log details the steps I took to get to this final model.