It really isn't that hard to pick up enough programming to build a simple CRUD app if you are dedicated enough. One great resource (although time-intensive) is Dev Bootcamp, a program based in SF that will teach you how to program in 10 weeks. I can't speak highly enough about Dev Bootcamp -- my youngest brother went through the last class with barely any programming knowledge coming in and at the end of it landed a full time programming job at a consultancy.
Alternatively, the classic method always works: just start trying to build something and google until you figure out how to do it.