San and Santa are used throughout California in place names. (San Francisco / Santa Barbara etc.). This is quite simply the Spanish term for "Saint". San being Male, Santa for the female saint...
Saint
It means without. It is a derivative of the Latin sine meaning without.
All of the San names are saints. San = Saint (in Spanish). San Jose = Saint Joseph, San Francisco = Saint Francis, etc.