The First Workshop on Intelligent Data - From Data to Knowledge (DOING 2020) focuses on transforming data into information and then into knowledge. It gathered researchers from natural language processing (NLP), databases, and AI. DOING 2020 focuses on all aspects concerning modern infrastructures that support these areas, giving particular attention, but not limited to, data on health and environmental domains. The DOING workshop received 17 submissions, out of which 8 were accepted as full papers and 1 as a short paper, resulting in an acceptance rate of 50%. The workshop program also featured an invited keynote talk by Professor Marie- Christine Rousset, from the Laboratoire d’Informatique de Grenoble (LIG), France.