What’s the difference between Stat 111 and Stat 139?

They are complementary courses on the science of learning from data, with very different emphases: Stat 111 focuses the theory of statistical inference, while Stat 139 focuses on applications. Stat 111 is an introduction to both Bayesian and frequentist perspectives on inference. Stat 139 is an introduction to data analysis using linear regression models and R.