3min chapter

The Data Exchange with Ben Lorica cover image

Data Science and AI in Context

The Data Exchange with Ben Lorica

CHAPTER

The Analysis Rubric for Data Science Projects

The book includes an analysis rubric, which is a good set of criteria for anyone embarking on a new data science project. There are some implementation oriented issues you need to think about when you're going to undertake a data science project and we divided them up into three sets. One is do you have the data, right? Is it okay to have the data? Can you get the data? Will it have the necessary integrity, quality, et cetera? And think about those issues. Second is, is there a technical approach to generating a conclusion from the data? So is the situation one where there's some stationarity and you can make predictions? Or is it going to be

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