The accepted papers can be found in the conference proceedings. The 2018 workshop was co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Dublin, Ireland, and took place on Monday 10 September 2018. The Machine Learning and Data Mining for Sports Analytics workshop aims to bring people from outside of the Machine Learning and Data Mining community into contact with researchers from that community who are working on Sports Analytics.