Gist: Total distance covered divided by the time taken. Always positive — it carries no direction.
Why it matters: This is what everyday language calls “speed”, and it is not the magnitude of average velocity. An object that returns to where it started has zero average velocity but non-zero average speed.
Detail: Lecture 2, p.1 and p.2
Related: Average velocity, Instantaneous speed, Physics