This post was originally published on Medium Occasionally when chatting with other data scientists, especially with others who are interested in integrating predictive models into production software system, the word “scaling” comes up. Not this. Although some West Coast data scientists are into this kind of scaling too. I think this is a great question, but it’s a little underspecified. There seem to be at least three qualitatively different notions of “scaling” in data science, an...
