The diagram represents some important concepts which are used in completing data mining. The artificial intelligence and machine learning services following this point. Three important analytical tools used for data mining assignments are classes, clusters and sequential patterns. The artificial intelligence service providers provide this benefit.
Classes are used in data mining to locate the stored data. Data mining can be applied in different domains where there are huge data sets available. With the help of this technique, important information can easily be retrieved and used for special purposes.
Data items present in the database are grouped or clustered on the basis of logical relationships. It is used in different applications such as market research, image processing and pattern recognition for data analysis.
Sequential pattern mining helps in identifying and storing frequently ordered events or sequences with or without and concrete notion of time. It is basically used in marketing and customer retention programmes.