Machine Learning video lectures (Beginners)

The first one is part of the PyData workshop held in March this year. This lecture is oriented to beginners, so if you already know the (very) basics, then it won't be of interest to you. It is nice, however, since you can see all the advanced capabilities of Scikits Learn while watching something you already know, such as linear, polynomial and Gaussian SVMs, logistic regression and naive bayes.