The former will be based on the relatively new
second edition of my corpus linguistics textbook; the latter will involve chapter 5 of the
second edition of my stats book as prep and then do mixed-effects modeling (with all sorts of add-ons such as a priori and other contrasts, multi-model inferencing, curvature, collinearity, influential data points, imputation ...), classification trees, and random forests. For more organizational information, see
here; for questions about contents, plz ask me.