Patrick Schratz is an R consultant at cynkra, Zurich, and in this talk he presented the mlr3 package for R. This package is geared towards scalability and larger datasets by supporting parallelization and out-of-memory data-backends like databases. While 'mlr3' focuses on the core computational operations, add-on packages provide additional functionality.