Analytics has found its place in most sports. This thesis is devoted to analyze some publicly available tennis data and try to extract significant information by means of machine learning. (image credits: https://www.ubitennis.com/blog/2015/04/22/tennis-e-statistiche-avanzate-le-cause-di-un-rapporto-difficile/)