fix reference to example

The example above this paragraph, refers to a function 'sum', and not 'sum1d'.
fixed width font for code-related terms
capitalization of Numba
fix missing colon
remove spurious colon
Merge pull request #536 from esc/doc/fixup_quickstart

Doc/fixup quickstart