Big Data Analytics is a very hot topic in IT Security circles lately. However Big Data by itself is not the panacea for all security ills that most believe it to be. This paper outlines how automated machine learning analytics with contextualization leads to better results and quickly identifies and repels attacks over approaches focused on Big Data.