Although the proof is only sketched in Exercise 3.7 of
The K-book: An introduction to algebraic K-theory (Graduate Studies in Mathematics 145) by Charles A. Weibel
I found this reference very helpful (see how the direct product decomposition of the unit group is made explicit there).