Join vs. sub-query

I am an old-school MySQL user and have always preferred `JOIN` over sub-query. But nowadays everyone uses sub-query, and I hate it; I don't know why. I lack the theoretical knowledge to judge for myself if there is any difference. Is a sub-query as good as a `JOIN` and therefore is there nothing to worry about?