This paper discusses about educational data integration and processing and how it can be used to improve the functional activities of business of education through students, teachers and the way classes are arranged. A key contribution of this paper is the description of a wide array of course resources, e.g., virtual machines, sample projects, and in-class exercises, and how these resources support the learning outcomes and enables a hands-on experience with Big Data technologies.