Data science is the discipline of extracting and communicating insights from data. This usually involves data wrangling (or being able to format and manipulate data in a useable way), data analysis (with a strong emphasis on programming and statistics), and communication of insights.
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R for Data Scientists (r4ds.had.co.nz)
A Programmer's Guide to Data Mining (guidetodatamining.com)
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