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Data Sources knowledge & preparation Data Analysis / profiling and data quality Understanding the 3V’s Volume, Variety (structured, semi-structured, unstructured) and Velocity of the data ROI Establish smaller acheivable goals using phased approach for any analytical implementation more so for big data Strategic goals and objectives Align ? Map requirements with...