A Short Course on Statistical Learning

Here is a short (and somewhat unusual) course on statistical machine learning that I have delivered multiple times over the last few years. Introduction to Statistical Learning Theory Bayesian Probability Theory Sequence Prediction and Data Compression Bayesian Networks In designing┬áthis course, I have deliberately steered away from the usual practice of giving students a (long) … More A Short Course on Statistical Learning