Michael Peskin’s website is a much better resource than any of my notes I took in his class. Standard references include Landau Lifschitz V, Kardar stat mech of fields. You should be comfortable with statistical mechanics at the level of at least my undergrad notes. Classical field theory is nice, but should not be required.