With a default installation of Linux Mint Rosa 17.3 everything worked - EXCEPT wireless network card. The overall impression is very good. The computer is very fast compared to my older D54250WYK (which is actually not that old).
It seems that there at no Linux drivers for the wireless network card delivered with the Intel NUC6I5SYH