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Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine learning focuses on the development of computer programs that can change when exposed to new data. The process of machine learning is similar to that of data mining. Both systems search through data to look for patterns. However, instead of extracting data for human comprehension -- as is the case in data mining applications -- machine learning uses that data to detect patterns in data and adjust program actions accordingly.
1 Data mining discovers previously unknown patterns and knowledge. 2  Machine learning is used to reproduce known patterns and knowledge, automatically apply that to other data, and then automatically apply those results to decision making and actions.he difference between machine learning and other statistical and mathematical approaches, such as data mining, is another popular subject of debate. In simple terms, while machine learning uses many of the same algorithms and techniques as data mining, one difference lies in what the two disciplines predict.