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Readings in applied data science

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An article about a 5-year journey of building a data science team at Coursera

http://jamiemorgenstern.com/papers/datasheet.pdf

Perhaps leading into/motivating a discussion of software engineering and devops?

I've added an optional industry post on what it means to be a Senior Data Scientist - full disclosure it's by myself :)

Do you have references/examples of json format data? And perhaps best practice for working with these in R?

The "ethics" section does not include any work by ethicists, other humanities scholars, or any members of groups who are especially harmfully impacted by applied data science — such as...