Why use SVM?

Support Vector Machine has become an extremely popular algorithm. In this post I try to give a simple explanation for how it works and give a few examples using the the Python Scikits libraries. All code is available on Github. I'll have another post on the details of using Scikits and Sklearn. What is SVM? SVM is a supervised machine learning algorithm which can be used for classification or regr