Turn and Face the Strange | Towards Data Science

Traditional predictive analytics offers two paradigms through which to view most problems: point estimation and classification. Modern data science is largely concerned with the latter, framing many questions in terms of categorization (think of how an insurer might seek to identify which clients will generate high costs, rather than predict costs for each client; or […]