Contains the proceedings of the Workshop on Noncommutative Geometry and Optimal Transport, held in November 2014. This volume contains several review papers that will give the reader an extensive introduction to the metric aspect of noncommutative geometry and its possible interpretation as a Wasserstein distance on a quantum space, as well as several topic papers.