The Interactive Data Analytics Service (IDAS) is a high-performance computing resource that supports large-scale and collaborative data analytics using RStudio for R and Jupyter Lab for Python, R, and Julia. IDAS features its own HPC and graphics processing units (GPUs) and allows users to perform interactive data analysis tasks with applications used for machine learning and other artificial intelligence workflows.