Prerequisites for Enjoying Support Vector Machine

Linear Algebra [helpful link] mit linear algebra course

Real Analysis [Still to find]

Statistical Learning [Elements of Statistical Learning]

Bennett's Papers of Geometrical Interpretation

LibSVM