Acoustic guitar. My first guitar was €50. After that, you only need maybe a pack of strings every now and then and maybe a pick or two.

Pretty cheap entry as far as hobbies go but, like most hobbies, you can throw obscene money at instruments if you want to. You can also just stick with your first cheap guitar for years.