Data Science Knowledge Management with a Community of Practice - GoDataDriven


The reorganization of companies from a collection of knowledge-oriented functional teams into a constellation of product-focused cross-functional teams brought about enormous reductions in the amount of time required to develop and release new products. Indeed, it is common today for data-driven products to be created by teams comprising a mix of data scientists together with data engineers, ML ops specialists, and analytics translators. But these gains in delivery velocity come at the expense of splintering the knowledge of the organization's functional communities, and most companies continue to struggle with knowledge management in the cross-functional setting.

This is a companion discussion topic for the original entry at