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Showing posts from December, 2019

Use Domain Knowledge to Get a Competitive Edge in Data Mining

Enterprises are getting unprecedented opportunities for business improvements with big data . The data sets generated by a wide range of enterprises activities are being used to tap into social media and internet of things infrastructures. The data can be used for discovering hidden knowledge and get insights for reaching optimal business decisions. Such knowledge extraction also drives the development of machine learning capabilities to boost automation and accelerating decision making. However, data science is not simply about finding patterns in a dataset, it also includes identifying recurring patterns for solving real business problems. So, a data scientists must know how to leverage domain knowledge. Read More :  Get a competitive edge in data mining with the aid of domain knowledge Importance of Domain Knowledge in the Data Mining Domain knowledge is important in all types of data mining processes . For example, the popular CRISP-DM comprises several steps that a...