I've only been coding for two years (R in stats classes doesn't count),
and I still remember all the frustration of trying
to learn from scratch without any formal instruction.
To help anyone else in the same boat, as well as to keep a record for myself, here's a collection of little tips that I wish I'd known sooner.
Most of these will be fairly basic, and they'll generally deal with Python or Bash.