I did, despite massive pressure from my parents and grandparents.
Long story short, I went the entrepreneurial route, and wound up being much more successful than my college ‘educated’ kin.
I think for those who have that "gene" in them, yes, not having a college degree can work. If you're going to be employed by corporate America, you really need to have a desirable degree as in chemistry, engineering, data services.