It depends on whether the "large scale" farming is intensive or extensive. If the former, then it would be known as a Confined Animal Feeding Operation (known by those who oppose such operations as "factory farms"), typical of large scale dairy farms and feedlots. Extensively, it would be known as a ranch or station, as that in Australia.
Cattle, sheep, chickens, pigs, goats, fish (you get fish farms), ostriches, etc.
There are three types of agricultural systems: 1) small- scale subsistence farming 2)cash crop farming 3)livestock farming
opus
Livestock farming
Vaquero is a name for 'cowboy' in parts of South America, so I guess you could say that cattle farming created the vaquero.
Iron
Opera. Oratorio.
If they are dairy cows, then its called dairy farming. If they are for beef, then its called "beef farming" or, with extensive operations, "ranching," especially in the USA and Canada. Cattle raised on an operation where the main purpose is to fatten them up in preparation for slaughter are raised on a feedlot; the name for the way cattle are fattened up in the feedlot is called "finishing" or "fattening."
The large estate farms in Latin America were called haciendas. Some of there were cattle ranches and some were different types of plantations.
A gopher
Cattle drive.
Cattle gather in herds.