It seems we get a lot of requests for good books so I thought I would start a thread. The books I recommend are:

Reminiscences of a Stock Operator - Edwin Lefevre
A Beginner's Guide to Short Term Trading - Toni Turner

And I have a couple of textbooks on Financial modeling, but they are not meant for beginners