Mining farm in short is just many pieces of computer hardware working together to mine.
You can mine on normal PC computer or dedicated hardware which are way way faster.
Its complicated stuff, you must calculate energy costs, constantly rising difficulty to be able to know if you will be profitable or you will only loose money on your endevour.