Ludwig is an open source project that allows to define machine learning models and pipelines in terms of configuration file. Praddy base builds on top of it all sorts of infrastructure needed for organizations that are big enterprises to use it in the cloud. So you can run the training of your models and inference on either one small CPU machines or a 1000 large GPU machines, and you don't need to think about it. It makes substantially easier and faster to get started training models.