The aim of this study was to test the usefulness of ANNs in predicting 305-d milk yield, as well as test-day milk yield(s) in Brown Swiss cattle, based on a few (2 - 4) test-day records and some environmental factors (age, number of lactation and season of calving) at the beginning of a lactation period.