There is a newer Java EE tutorial here: http://download.oracle.com/javaee/6/tutorial/doc/. Well worth the time and effort.
And while Wikipedia may be the trite place for answers, this article is a pretty good overview of what EJBs are: http://en.wikipedia.org/wiki/Enterprise_JavaBean.
