An Ontology representing the domain of Machine Learning and aligned to upper-level and mid-level ontologies like Basic Formal Ontology and the Common Core Ontologies. Issue on material artifacts, information content entities and computational processes are covered. The ontology will be updated with classes for math and staistical entities in the future.