someone talk me through learning seo at home?

you can learn all of it at home, it's not a classroom skill anyway. read google's own seo starter guide first since it's free and accurate, then make a small blog on something you know, connect search console and just watch what happens for a few months. try one thing at a time so you can tell what actually moved it