A Tutorial and Recipe Book for Those in a Hurry - Provides an owerview of what can be done with the BioJava API: All sorts of string manipulation, HMMs, Trees etc.
Brand new... good for you! "To endow computers with common sense is one of the major long-term goals of Artificial Intelligence research. One approach to this problem is to formalize commonsense reasoning using mathematical logic."