Unless I miss my educated guess.....yes, a fast boot is equivalent to formatting a hard drive and then reloading windows with the OEM disk. It'll wipe your data and get you back to "outa the box" new
You can root, use something like titanium backup to save your apps + data but if you restore back without doing this then yes, you would lose your data.
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