For nearly 80 years, FDR has been the face of the U.S. dime, and some of the rare ones fetch tens of thousands of dollars.

Talk about pocket change. Coin collecting might be a profitable hobby, but it takes a great deal of practice to recognize what’s rare and what isn’t. In fact, spotting a certain dime, known as the ...