When Captain James Cook and his crew landed in Australia in 1770, they encountered the indigenous people and heard this word. They transcribed it as "kangaroo" in their journals, and this spelling eventually became the accepted English name for the animal.
It's worth noting that the exact meaning of "gangurru" is unclear. It might have been a general term for "animal" or a specific word for the grey kangaroo.