Not in California, this has to be performed by an ordained minister or other religious officiant or by a Sworn in Justice of the Peace.
Three States; Maine, Florida and South Carolina allow Notaries to perform marriage ceremonies, West Feliciana Parish in Louisana also grants authority to perform marriages to it’s Notaries.