Well, perhaps you'll need similar reasonings as in real analysis... stuff with quantifiers, continuities... in which it may be an extension of real analysis.
Your course looks interesting
The hardest.. ? It depends on people. If you ask someone who hates probability and loves analysis which will be the hardest between the two, he may answer probability.
This is all subjective.