Drilling machine

Small device you hold in hand is called "drill", or maybe "electric drill".

Large machine with table to hold work is called "drill press".

Nothing ever commonly called "drilling machine".

Up.

No such thing as "drilling machine" in colloquial English. Hand-held device is "drill" and big machine is "drill press".