The tuttoriel proposed by the alex.J Smola and bernard scholskof, is a good introduction to understanding the SVM, but they could not encompass all that  there's to know about SVM and this is due to large body of work done on this subject and the great number of algorithm used in this field. But it remains a very efficient work and that for its clarity and its detail and the accuracy of his results and also for its optimal algorithms.