The most famous celebrity born in February is American actress Elizabeth Taylor, born on February 27, 1932. As the queen of classic Hollywood, Elizabeth Taylor represents the creative spark February babies are known for. Other famous February birthdays include Charles Darwin, Rosa Parks, George Washington, and Thomas Edison.