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What is a data lake in basic terms?
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
Has anyone else begun to resent data science?
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I’ve been in this role 4+ yrs and love my company, but I don’t love someone’s lack of planning then being taken out on me. I should also note this person asked me to drop off the call before it ended - likely to complain about me to my client. Not a good feeling at all.
If this is a client you can’t get away from and the organization needs you to work with them 100% of your time, then yes, signal to look for something else.
If this is just a partial allocation of your time, then it might just be a challenge you can overcome.