6: The Game by Jesse Livermore

Jesse Livermore is one of the greatest stock traders of all time having made and lost several fortunes through out his trading career. His books are considered to be the best even though they were written 70 or 80 years ago.

Recommended Reading:

Reminiscences Of A Stock Operator by Edwin Lefevre
How to Trade in Stocks by Jesse Livermore