An increasing number of non-specialist academics are interested in exploring popular software tools for machine learning and artificial intelligence, but lack the skills required to effectively configure and deploy these into their centrally-managed university HPC environment. This project will explore the use of community-developed HPC build and deployment tools to provision some of the most requested data science software on the University of Warwick HPC clusters.