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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
What will be salary for 3yrs data scientist
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Add a sub-line an increase interest charge after 30 days
Show up at their home.
By asking for enough money that will finish the job before starting, that even when they delay your balance, you’d not be deep in regrets!
Are they past net 30? Email them and tell them to pay you. They don't reply to the email? Call them. They owe you money. Get it in your bank account.
I'll have my accountant follow up politely first. After another 7 days i'll follow up directly just reminding them it's outstanding and that I can get my accountant to resend it if they haven't received it. If it's still late I'll email again with a deadline for payment and threaten getting a debt collector involved — thankfully never had to come to this.
Enthusiast
Do like the credit card companies do. Keep calling & emailing. Hopefully a late percentage is on the invoice.