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Inspite of these dissimilarities, data science and data analysis are intently associated fields and sometimes involve identical ability sets. The two fields need a stable foundation in statistics, programming, and data visualization, and also the capacity to communicate findings effectively to the two technical and non-technical audiences. a lectu