| Literature DB >> 28784795 |
David M Blei1,2,3, Padhraic Smyth4,5.
Abstract
Data science has attracted a lot of attention, promising to turn vast amounts of data into useful predictions and insights. In this article, we ask why scientists should care about data science. To answer, we discuss data science from three perspectives: statistical, computational, and human. Although each of the three is a critical component of data science, we argue that the effective combination of all three components is the essence of what data science is about.Entities:
Keywords: data science; machine learning; statistics
Year: 2017 PMID: 28784795 PMCID: PMC5565421 DOI: 10.1073/pnas.1702076114
Source DB: PubMed Journal: Proc Natl Acad Sci U S A ISSN: 0027-8424 Impact factor: 11.205