There are mountains of useful videos on this site plus some awesome teachers!!
I am self taught also and, though I won't say it was easy, it wasn't too hard, either.
Start with basic things, like learning the abbreviations, cast on (CO), knit (k), purl (p), and bind off (BO). Before I found this site, I used this book:
And did quite well with it.