SAN FRANCISCO (Reuters) - Facebook Inc, which is preparing what would be Silicon Valley's largest IPO, has picked Nasdaq over the New York Stock Exchange for its listing, handing an important victory to the technology-laden bourse, a source familiar with the situation said on Thursday.