How do I make Emacs show blank spaces?

WhiteSpace mode is an Emacs minor mode for visualizing all white space characters in the current buffer. It can be activated with M-x whitespace-mode.

Here is a screenshot of WhiteSpace in action taken directly from the Emacs wiki,

Note: WhiteSpaceMode has now replaced BlankMode