Traditional 10 Ways to Manage a Data Science Project – Part I: Traditional Approaches Posted on June 30, 2020March 29, 2021 How do you manage data science projects? Is it software? Is it research? Or maybe, simply magic? This four-part post is an overview 10 ways projects are or could be managed. To start, we’ll explore ad hoc project management, waterfall, and CRISP-DM.