Sparkflows provides a number of different methods for doing machine learning tasks. One of the most common methods is using H20. H20 is an open source machine learning package that has been integrated into Sparkflows.
To learn more about the ML capabilities of H20 in Sparkflows: https://docs.sparkflows.io/en/latest/tutorials/data-science/h2o/index.html