Breiman's two cultures
What are your favorite pieces of writing about DS as a discipline? Blog posts are good, but I'm particularly interested in longer form stuff that digs into the intellectual lineage of the field, like Tukey's "The Future of Data Analysis" or Donoho's "50 Years of Data Science"
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Representing the data science for social good corner, I'd like to highlight Alice Rivlin's "Systemic Thinking for Social Action" Which, and this amazes me every time, she wrote in 1971 https://www.jstor.org/stable/10.7864/j.ctt7zsvmc …
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"Put more simply, to do better, we must have a way of distinguishing better from worse." Words to data science by.
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AI- a modern approach’s first chapter has the clearest high level history I’ve ever seen, and concisely connects broad developments.
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stephen stigler has a number of books on the history of statistics that may be of interest
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"The Unreasonable Effectiveness of Data", by Halevy, Norvig, and Pereira is a great article.
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