The 10 Data Science Crack Commandments
This article is originally published at https://mikejacktzen.wordpress.com
yo @JoshdelaRosa1 @jimmylovestea what are the 10 crack commandments for data science
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MikeJackTzen (@MKJCKTZN) December 01, 2017
It’s the ten crack commandments, what? homie can’t tell me nothing about this code Can’t tell me nothing about these #rstats
Number 1, make a function from a script. Everyone knows we’re to busy to be copy/pasting shit
http://adv-r.had.co.nz/Functions.html
Number 2, never let ’em know your data manipulation moves. Don’t you know Bad Boys move in silence and violence?
Number 3: never trust point-o-five p’s, your moms’ll set that ass up, properly gassed up, hoodie to mask up, for that fast buck
https://www.nature.com/articles/s41562-017-0189-z
Number 4: I know you heard this before “Never compute high on your own CPU supply”
Number 5: never store PII where you rest at
https://www2.census.gov/foia/ds_policies/ds007.pdf
Number 6: that goddamn STATA*? Dead it You think a crackhead paying you back, shit forget it! (*STATA/SAS/SPSS)
https://thomaswdinsmore.com/2018/03/07/sas-is-on-the-brink-of-something/#comment-10243
Numero Siete: this rule is so underrated Keep your training and test set completely seperated Money and blood don’t mix like two…
Number 8, always keep survey weights on you. Them cats that squeeze your guns can ask what population your stats generalize to
https://www.statschat.org.nz/2016/10/25/oversampling/
Number 9 shoulda been Number 1 to me: If you ain’t gettin’ representative samples stay the fuck from police data
https://www.vox.com/2016/7/11/12148452/police-shootings-racism-study
Number 10, a strong word called Bayes-i-an Strictly for live men, not for freshmen
https://projecteuclid.org/euclid.aos/1176346785
#RIPBIGGIE
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