http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
And libsvm is probably the most widely used svm library:
http://www.csie.ntu.edu.tw/~cjlin/libsvm/
The author of the above paper and library is the same one giving the lecture in the OP's third link.