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...Data analytics lifecycle science projects differ from bi more exploratory in nature critical to have a project process participants should be thorough and rigorous break large into smaller pieces spend time plan scope the work documenting adds rigor credibility overview phase discovery preparation model planning building communicate results operationalize case study gina analytic is designed for big problems with six phases can occur several simultaneously cycle iterative portray real return earlier as new information uncovered key roles successful business user understands domain area sponsor provides requirements manager ensures meeting objectives intelligence analyst expertise based on deep understanding of database administrator dba creates db environment engineer technical skills assists management extraction supports sandbox scientist techniques modeling...