Pipelines to the Rescue: How to Avoid Proliferating Artifacts

Does this problem sound familiar to you? You save a Word document as ‘v1.doc’, then make some changes and save the new version as ‘v2.doc’. A colleague might email back some changes, then rename that document to ‘v2John.doc’ destroying the whole idea of a well-defined genealogy of

Link: https://blog.rangle.io/data-science-anti-patterns-proliferating-data-artifacts/