The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases will take place in Bilbao, Basque Country (Spain), from the 13th to the 17th of September 2021. This event is the premier European machine learning and data mining conference and builds upon over 19 years of successful events and conferences held across Europe.