Is embedding data in a executable considered a good practice?

Embedding data (such as images) in a executable seems to have a few advantages, like easier distribution of the executable and easier compatibility with different OSes.

But, is it a good practice? More specifically, how does the OS deals with a big executable? Would it be using much more RAM than needed?