Beginning Machine Learning – A few Resources [Subjective]

I’ve been meaning to write this post for a while now, because many people following the scikit-learn video tutorials and the ML group are asking for direction, as in resources for those who are just starting out. So, I decided to put up a short and subjective list with some of the resources I’d recommend