The project ML4ProM (“Machine Learning for Process Mining”) is part of the Dataninja research training group and it aims to leverage predictive machine learning techniques to improve current efforts in process mining field. The project intends to supplement retrospective analysis with predictive Machine Learning technologies in order to comprehend the processes better. It also aims to provide predictions to enrich the information provided by the process models. Furthermore, the project would also produce alternative solutions by discovering deviations from the process model as early as possible.