Michael Beirut seems to be everywhere promoting his new book How To and answered 20 Odd Questions for The Wall Street Journal, including his advice for learning graphic design: 

To learn about graphic design: go to a flea market in Paris, Marrakesh, Tokyo or anywhere. Almost every matchbook, record cover or junky paperback book you’ll see is likely to have more interesting graphic design than what you will find in a museum.