I'll grant that a person "could" teach themselves how to steer an airplane around in the sky and maybe even get it down in one piece. But how are you going to learn to safely fly in the presence of 4, 5 or more other modelers? Or bystanders?

It's just not worth it. Join a club. Learn to fly safely.