Revert "Revert "Merge pull request #89 from esc/improve_intro_numpy""

This reverts commit 18d9674a3aee2c48fd15ecdc4a8f8f1a952791ff.
Excercise: rely on section formating
Simplest exercise first
Release for euroscipy