Machine learning is a subfield of artificial intelligence and describes the artificial generation of knowledge from experience. IT systems are enabled to recognize rules and develop procedures on the basis of existing data and algorithms. The knowledge gained can be generalized and used for finding solution strategies of unknown data sets.