If I remember correctly, students are instructed on the actual science of making potions; there's all sorts of laws and properties and things they're expected to know. I always sort of figured Harry just has a pronounced antipathy for Potions, possibly (probably) related to his intense and justified dislike of Snape. (Or he's just crap at it.)