Machine Learning with Python - SVM Training - Practical Machine Learning Tutorial with Python p.26

In this support vector machine from scratch video, we talk about the training/optimization problem. Additional Resources: Convex Optimization Book: https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf Sequential Minimal Optimization book: http://research.microsoft.com/pubs/68391/smo-book.pdf More SMO: http://research.microsoft.com/pubs/69644/tr-98-14.pdf CVXOPT (Convex Optimization Module for Python): http://cvxopt.org/ https://pythonprogramming.net https://twitter.com/sentdex https://www.facebook.com/pythonprogramming.net/ https://plus.google.com/+sentdex