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Re:Stanford Offers 13 classes, including AI, for free by Daniel_Newby on Wednesday August 17, 2011 @07:59PM (#2897438)
Wikipedia's List of Algorithms page is a start. The category pages are often useful too.

http://en.wikipedia.org/wiki/List_of_algorithms

You can also look up what textbooks are used at major universities, then look up their tables of contents on Amazon or Google Books.

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