Re:Data science tips and tricks from the developer community
by gipp on Tuesday September 05, 2017 @12:56PM
(#15176988)
So we should sacrifice all the things that actually make a Data Scientist's work valuable in the name of fun and obscuring mistakes?
Fun I almost get, obviously good for productivity (though I think you'd really be sacrificing productive output for non-productive output), but I just don't get where you're even coming from with the "making mistakes more obvious" angle.
Re:Data science tips and tricks from the developer community
by carlmr on Tuesday September 05, 2017 @03:59PM
(#15178604)
I think he was being facetious. Of course we need all these things, but data science right now is still not that mature I guess.
Re:Data science tips and tricks from the developer community
by CJefferson on Tuesday September 05, 2017 @11:47AM
(#15176360)
I blame software.
I don't understand why we couldn't have some system, perhaps using strace and friends, which tracks everything I ever do, and how every file was created. Then I could just say "how did I make X?"
- reproducible
- validated
- back-tested
- easy to deploy
models, they are going to hate it. It just kills the fun and/or makes obvious if they made a mistake.