This site is a good compilation of everything related to SVM's. There are links to many academic papers, tutorials, applications and much more. There are also links to learn about all the mathematics necessary to really understand how SVM's work. I am impressed by the fact that the site creators are not just cheerleaders for SVM's, they do a good job of stating the advantages and disadvantages of SVM's as well as comparing them to competing machine learning methods.
Support Vector Machines
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