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Additional Posts in Data & Analytics Consultants
What is a data lake in basic terms?
today I choose violence

Thought this was interesting. Across 160 teams of researchers, just about all failed to make good life outcome predictions on things like GPA, evictions, layoffs, and others. Data followed 4.5k families across 15 years, with 13k features (varied over time). Haven't looked at it directly yet, but will be turning the docs and data inside out... In the meantime, authors claim this as showing the limits of ML. Oh, and it's published in PNAS, so you know there's some big publication energy there.
https://www.pnas.org/content/117/15/8398
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Depends to an extent on what you're trying to learn, since "data science" is a pretty broad field. Books in the Springer Texts in Statistics series tend to be very good. On the econometrics side, Peter Kennedy's textbook "A Guide to Econometrics" has helped me a lot, otherwise "Mostly Harmless Econometrics" is solid (and not a textbook!).
I second this! Taking econometrics courses in school is what made everything kind of “click” for me fundamentally.
Kennedy is very good. There's also Davidson and MacKinnon (estimation and inference in econometrics) and then Maddala. We used Greene throughout grad school but we also all had math degrees