Elizabeth Holmes dropped out of Stanford to build her company Theranos.

When she was a sophomore at Stanford in 2003, Holmes founded healthcare-technology company Theranos. A few months later, she dropped out to focus on the company.

Today, the 31-year-old is America's youngest female billionaire with an estimated net worth of $4.6 billion.