The guys over at binaryedge.io have done a pretty good job setting up a supposed workflow for data science work. This can be a good starting point if you are looking to define this in your own organisation. They also have each part of the workflow explained in their blog post.

data-sci-wf-full

via The Data Science Workflow.

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