Atta

An exclamation used to express encouragement, approval, or praise, like saying 'way to go!' or 'that's the spirit!'

American slang origin, possibly derived from Italian 'attaboy' (a contraction of 'that's the boy'), used informally since the early 1900s as encouragement.