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Data Science Project Quick-Start

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Hard-won lessons on how to start data science projects effectively.

Data Science Project Quick-Start eugeneyan Start Here Writing Speaking Prototyping About Data Science Project Quick-Start [ datascience engineering productivity ] · 7 min read When I was a new data scientist, starting a project often meant defaulting to what I was familiar with—training machine learning models. I was overeager and didn’t consider the business goals, context, or success metrics. My process was disorganized; reproducibility and good engineering habits were the least of my concerns. Thus, whatever time saved early on was paid for with exorbitant interest when we went to productio

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