Why data consistency is so essential for machine learning

In the context of digitalization, the term machine learning comes up again and again. But how are machines supposed to learn?

Machine learning refers to the process in which IT systems are enabled to recognize regularities and develop solutions based on existing data sets and algorithms. The more repetitions there are and the more data is used, the better the solutions proposed by the machine become. The machine learns!