I've just posted a new video named "SSAS 101 - Introduction to Analysis Services." It's a short (6.5 minute) video that discusses what SSAS is for. I discuss the idea of cubes and the Unified Dimensional Model (UDM) and also the algorithm categories in the data mining engine.