52 karma · joined March 29, 2018
I spent $100 on a textbook on kindle, then just pirated the PDF for this reason.
Meaning it would have been easier to with a demonstrable income stream? Or just incidentally, due to macro stuff and time raising interest rates over that same period
Middle managers are probably less effective or at least more obviously as such due to remote work.
They lobby higher-ups, who they have closer contact with than the ICs by definition, with various propaganda
Also, since DS is so broad skillset-wise, it's basically a catch-all starter career for everyone that doesn't have CS/ SWE experience and training specifically, but does have some non-CS STEM training.
case in point: this article teaching them how to do so to pass interviews https://towardsdatascience.com/how-to-solve-the-fizzbuzz-pro...
Ironically, I've recently been catching flak for "not being confident enough" when I give confidence intervals around my estimates indicating uncertainty.
In some sense, literally can't win. I then realized it was more about my lack of doing this: https://www.csun.edu/~to18470/articles/Managing_your_boss.pd...
*Except in truly exceptional circumstances that are too rare to consider.
And indeed, model form was so unimportant that it was relegated to the supplement. [2]
Yet again evidence that access to data and domain knowledge trump fancy ML algos 10/10 times.
[1] https://www.sciencedirect.com/science/article/pii/S092375342...
[2] > Custom software was built to classify samples using source models that recognized methylation patterns per region as similar to those derived from a particular cancer type, fol- lowed by a pair of ensemble logistic regressions: one to determine cancer/non-cancer status and the other to resolve the TOO to one of the listed sites (supplementary information)
It also feels that some way of improving this group of people in general is sorely needed -- how does the G2G program work exactly?
ninjaedit: found this https://rework.withgoogle.com/guides/learning-development-em... . Will evangelize at my company… probably will be ignored though because I'm an IC.
(Really I just want `tree` on `s3`. There's `s3-tree` but that uses the entire bucket rather than a prefix)
I think this is probably only because it's harder to assess skill in it, though. It's easy to test for knowing the vagaries of the ADAM solver or statistics or whatever. What is the equivalent for being a good data cleaner, though?
This, along with the fact that employment half-life is long relatively to COVID (2 years average tenure), convinces me that this "remote permanent" hype is going to grind to a screeching halt in another year or so.
Yes, I'm putting my money where my mouth is (in SF Bay real estate, in this case).
But anything that is not directly experienced by oneself requires some substantial faith; one cannot possibly redo all science experiments oneself and personally collect evidence.
Therefore one must have faith that the aggregate scientists had no motivation to skew or misrepresent evidence.
As a scientist, I know how reasonable doubting this to be.
Well to be fair, probably the engineers want to on some level, but there is a business mandate to not (and there always has been).