title: scikit-learn: what is the difference between SVC and SGD?
body: <p>SVM: <a href="http://scikit-learn.org/stable/modules/svm.html#classification" rel="noreferrer">http://scikit-learn.org/stable/modules/svm.html#classification</a></p>
  
  <p>SGD: <a href="http://scikit-learn.org/stable/modules/sgd.html#classification" rel="noreferrer">http://scikit-learn.org/stable/modules/sgd.html#classification</a></p>
  
  <p>seem to do pretty much the same to my eyes,as they write "an SGD implements a linear model".  Can someone explain the differences between them?</p>