Learning software programming without taking any classes, is it possible?

I have networking degree and knowledge, I would like to learn programming too. I have taken preliminary programming classes, I know the basics. Is it possible that without any live mentor I learn programming just by using commercial multimedia all by myself. Or it is a far fetched. My situation doesnt allow me to take classes for that.