Comment on What Every Computer Science Major Should KnowComments−Siah_twitter15yI think probabilistic learning (or machine learning) should have its own section. Recommder systems, sentiment analysis, and graphical models do not really fall into the traditional understanding of AI. It is more stats than CS and logic.−mattmight15yI agree. I'll split it out into its own section.−mreid15yMitchell's ML book is showing its age a bit now. You may want to consider adding Bishop's _Pattern Recognition and Machine Learning_: http://research.microsoft.com/en-us/um/people/cmbishop/prml/
Comments
I think probabilistic learning (or machine learning) should have its own section. Recommder systems, sentiment analysis, and graphical models do not really fall into the traditional understanding of AI. It is more stats than CS and logic.
I agree. I'll split it out into its own section.
Mitchell's ML book is showing its age a bit now. You may want to consider adding Bishop's _Pattern Recognition and Machine Learning_: http://research.microsoft.com/en-us/um/people/cmbishop/prml/