An excellent read on open-source ML workflow tools - why do we need any new tools at all? and how should we approach creating them? It builds upon another great talk by Patric Ball - Principled Data Processing - <a href="https://www.youtube.com/watch?v=ZSunU9GQdcI" rel="nofollow">https://www.youtube.com/watch?v=ZSunU9GQdcI</a>.