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I need a **framework** for what I should do.                                                        | Unclear    | I know our data science practice isn't *production-grade*, but I don't know how to get better.      | DO4DS gives me a framework for thinking about production data science.                                                              | Clear + Full of Mental Models |\n| I don't know how to communicate with the IT/Admins who manage our data science environment. I need **advice**.                                                             | Confused   | I don't know what matters to IT/Admins or the words they use. Are they just bamboozling me?         | DO4DS helps me understand the concerns of an IT/Admin and gives me the vocabulary to speak with them.                               | DS-Focused                    |\n| I'm suddenly have to manage a data science environment as a data scientist. I need to know **where to start** with this IT/Admin stuff.                                    | Alone      | I have no mental models for how IT/Admin stuff works. Can someone help me understand?               | DO4DS gives me step-by-step instructions for getting started.                                                                       | Actionable                    |\n| I'm administering a data science environment, but I'm way over my head. I need some **reassurance** that I'm not accidentally laying landmines I'm going to step on later. | Scared     | I think I've figured it out, but I'm self-taught and don't know if I've missed something important. | DO4DS points out security and stability risks and ways to limit them. I might not have it perfect now, but I understand the issues. | Forewarned                    |\n","funding_links":[],"categories":["Python"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakgold%2Fdo4ds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakgold%2Fdo4ds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakgold%2Fdo4ds/lists"}