Yes, of course. Look at Amish communities. Largely self-sufficient and thriving.

People who haven’t tried it greatly underestimate the amount of work though. I’d recommend dipping your toe in with some gardening at home first. Jumping in the deep end will usually lead to failure and disillusionment.