There are a few main methodologies: the Microsoft TDSP Process and the CRISP-DM methodology.
Ultimately, they are all setting out to achieve the same objectives as an analytics framework. There are differences, of course, and these are highlighted here. CRISP-DM and TDSP focus on the business value and the results derived from analytics projects.
Both of these methodologies are described in the following sections.