Source: Richard Ngo, "A Short Introduction to Machine Learning" in AI Alignment Forum (Aug. 2021), avail. online.
As promised in Field Note #138. On "AI/ML Scaffold," a graphical companion is provided here.
This was helpful applied learning with a dash of my 6th grade artistic sensibility; I hope others find it useful enough to trace it back to the source.