Borrowed from Late Latin parabola, from Ancient Greek παραβολή (parabolḗ). Doublet of parola, which was inherited. Mathematical sense taken from New Latin or Greek.
Practice speaking and memorizing "parabola" and many other words and sentences in Italian.