@Ooze Zombie,
Technically it is not wrong, but I guess just having “You know that” (instead of “You know it that”) in your sentences would suffice and will look better (at least to me).
@MA, subhashjsr1,
So studying means ‘to study something’, but ‘study’ (noun), in itself cannot be used here because it generally refers to a specific ‘subject’/research/thesis/a branch of a higher educational field. For example, “A behavioral study of 7 terrorists was conducted in Tihar Jail”.
Same logic is applicable when someone asks “आपकी पढाई कैसी चल रही है?” in Hindi, in English we’d ask this as “How are your studies going on?” and not “How is your ‘study’ going on?”.