I need matlab program and useful note related to the Support Vector Machine.
you should try LIBSVM
https://www.csie.ntu.edu.tw/~cjlin/libsvm/
thank you
http://faradars.org/courses/mvrnn9102-neural-networks-in-matlab-video-tutorials-pack
You may refer to this video for basics on SVM. It is very well explained with derivations of equations at each step.
https://www.youtube.com/watch?v=_PwhiWxHK8o
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