From Proto-Indo-European *h₂ebʰ-n- (“river”), from the root *h₂ebʰ-, *h₂ep- (“water”). Compare Old Irish aub (“river”), Albanian amë (“river”).
Practice speaking and memorizing "amnis" and many other words and sentences in Latin.