We discussed benefits and advantages of data mining, but what is necessary with Advantage to create good Strategy of Data Mining?
1. Business Understanding: Objectives and problems of business are certain and transformed to a problem of data mining. The initial plan is ready.
2. Understanding of Data: Data are taken away originally. The information concerning structure, qualities and subsets of data is found out.
3. Preparation of Data: The Final data set is constructed. After sorting and preparation of data and removal of undesirable data, tools of modelling are directly applied on a final data set. It is especially important at this age of greater data sets and Greater Data.
4. Modelling: There are various methods of modelling as decision trees, the introduction corrected, a reasoning of a basis of a case, methods of the visualization, the nearest adjacent techniques, grouping algorithms, etc. Is better the satisfied techniques of modelling is selected, Models are incorporated with various parameters, they are compared and estimated for validity and accuracy.
5. An Assessment: Models and steps in modelling are checked up with business objectives.
6. Development: Depending on an assessment and the review of process, the message is ready, or the new project of search of data once again is adjusted.