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What is "AI proper", though? I am fairly certain that when the true AI will be built, it won't be an expert system or based on first order logic.

The classical AI stuff is still interesting, of course, and still has practical applications (ie A* search for games). But I tend to count "the other stuff" (ie Data Mining) as AI, too.



I'd agree with machine learning falls within the purview of AI -- I'm just saying if all you want to learn is machine learning, then a book on just that subject would probably be more relevant than AIMA. I just got "Pattern Recognition and Machine Learning" by Bishop, and it's a great book.


The Bishop book looks very good, judging from the table of contents.

Perhaps similar, and available as a free ebook: McKay, Information Theory, Inference Theory and Learning Algorithms, http://www.inference.phy.cam.ac.uk/mackay/itprnn/book.html




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