“Big data” has generated quite a bit of excitement recently, largely because of its promised ability to solve large business and scientific problems. Organizations large and small are eager to use smart, analytical algorithms to make sense of their large data and obtain useful information about their customers, their competitors, climate change, financial markets, and a host of other topics.