Learning how to do things
I was one day going to write lots of things about how to do stuff in research, but other people have already written better stuff. Here is some of that stuff:
Dan Larremore's lab guides to:
Patrick Mineault's Good Research Code Handbook
Russ Poldrack's online textbook "Statistical Thinking for the 21st Century"