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In spite of these dissimilarities, data science and data analysis are carefully relevant fields and infrequently have to have comparable ability sets. Both fields require a stable Basis in statistics, programming, and data visualization, in addition to the capacity to speak conclusions proficiently to both technical and non-technical audiences.This