In this interactive class we will introduce the rapidly developing technology of Deep Learning accelerated by GPUs. Recent advances in Deep Learning have led to a step change in performance in a number of machine perception tasks including visual perception, speech recognition, and natural language understanding after decades of slow progress in these areas. The catalyst for this progress is the advent of big data via the internet, algorithmic advances and dense computation via GPUs. We will tour the most popular software frameworks for Deep Learning with the goal of helping you decide which framework best suits your application needs as a researcher or developer. No prior knowledge of Deep Learning is required.