Hi - As Adrian mentioned, this is not enough to explain the change from de to du

Note that de becomes du / de la / de l' / des depending on the gender and number of the noun following it (e.g. of the).

Although Chris has offered good explanations in this Q&A forum - it should be in the lesson itself - Can you please add the variation.