Best way to set up sync for iPhone, iCloud and iTunes

Though have used iPhone for a number of years and a big fan, am only now jumping into Apple-land - just bought a mac mini.
Currently, my iPhone and iPad sync with iCloud - all my contacts and mail are available.
I set up my Mac mini with the iClound userid/password - so I get my mail and contacts there too.
All nice and good.
Now I have this additional option - if I connect my iPhone to the mac mini, I can sync with iTunes. I can sync contacts, photos, etc. etc. What will this do that my iCloud sync already doesn't do? I am worried about turning any of these options on and trying because I might end up with duplicate contacts. [For example, I copied all my photos to the macmini using iPhoto. Now when I check the box for synching photos in iTunes, the required space on my iPhone doubles - suggesting that I might end up with duplicates....]
As you maybe can tell from above - I don't currently sync music, videos, podcasts, etc. I want to start doing that. Question again - what is the difference between syncing with iTunes on this mac mini vs. iCloud syncing?

That was a loong and perhaps too generic a question. Let me ask something very specific.
My iPhone, iPad, and Mac Mini all sync with iCloud and I have my contacts accessible on all three.
Now when I connect my iPhone/iPad to my Mac Mini, iTunes sync becomes another option.
If I now check the box that says "sync contacts", will I end up with duplicate contacts all over the place? I don't want to try it to see if I will or not because it can be a huge pain to get rid of the duplicates.
Thanks!

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