Why does your PHP code show as text instead of running?

You've gone through our tutorial and written your first PHP program, but when you go to run it all you see in your browser is the code, the program doesn't actually run. What went wrong? Well the most common reason for this is that you are trying to run it somewhere that doesn't support PHP.