It's derived from the Arabic word "دار البيضاء" (pronounced "dar al-bayda"), which literally translates to "the white house".
While the meaning is straightforward, the name itself has become synonymous with the iconic movie "Casablanca" and its setting, the city of Casablanca in Morocco.