For a better understanding, the blog has been split into two parts, the former gives conceptual clarity of Support Vector Machine (SVM) & Kernel Trick and the latter gives a mathematical explanation to the same. The blog also entails a complete modelling of the Support Vector Machine Algorithm using Python which will give us more confidence to embrace the algorithm ...

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