AI News, Taxonomy of Data Scientists

Taxonomy of Data Scientists

Big Data (x-axis) / Machine Learning (y-axis) scatter-plot  The big data / machine learning combo exhibits the strongest cluster structure among the 6 potential scatter-plots.

compared the 4-skill mix of each of these 10 data scientists (as found in the above table), with the generic data science skill mix identified in the previous article (Data Science = 0.24 * Data Mining + 0.15 * Machine Learning + 0.14 * Analytics + 0.11 * Big Data). In short, I computed 10 correlations (one per data scientist) to determine who best represents data science.

Despite repeated claims (by myself and others) that I am a pure data scientist, I score only 0.43 (sure, I'm also some kind of product / marketing / finance / entrepreneur guy, not just a data scientist, but these extra skills were isolated from my experiment).

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