Data Science and DevOps: A Success Story

This is an excellent article. It actually has very little to do with devops, rather, it talks about the challenges of integrating a data science team effectively into a larger organization. Here is a wonderful observation, that after you read it will seem obvious:

...[data science] needs to be deeply integrated into the business processes in order to be effective as a decision making system. This is by far the biggest source for the troubles created by data science efforts. In order to successfully integrate data science, one needs to transform and modify the core business processes, which is a difficult task.

This is a must-read for both data scientists and any manager who interacts with a data science team.


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