Architecting the Industrial Internet

A process for advanced analytics creation

Recognizing the coming deluge of huge data volumes, over 200 international organizations met to discuss and define an open standard for the analysis of these massive data sets at the beginning of this century. This consortium created what became known as the Cross-Industry-Standard-Process for Data Mining (CRISP-DM).

Data mining versus machine learning Data mining is an older term. It was originally differentiated from machine learning, in that, data mining referred to human-initiated modeling of data. Machine learning referred to computational engines doing the work. Today, these terms are often used interchangeably. Since machine learning is more in vogue, what were once called data mining tools ...