Thanks, @gtani, great resource. Yeah didn't mean to imply that ML techniques are free of ANY assumptions, just that several of the popular ones like logistic regression don't have distributional assumptions. (actually, I really want to understand the VC Inequality at some point, as it seems to allow us to make conclusions about out of sample error rates without depending on distributional assumptions)