How to make an executable file

[Syed Ahmed Shah]

I am a begineer. I know how a C++ compiler makes an executable file
from the source code, which you can run anywhere, independent of the
Compiler. But how does one do it in Python. Is it necessary to have
the Python interpreter in the machine to run an application written in
Python. I know this sounds lame.But please help me anyone.