[HN Gopher] Open, rigorous and reproducible research: A practiti...
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       Open, rigorous and reproducible research: A practitioner's handbook
       (2021)
        
       Author : sieste
       Score  : 225 points
       Date   : 2023-11-12 13:04 UTC (9 hours ago)
        
 (HTM) web link (stanforddatascience.github.io)
 (TXT) w3m dump (stanforddatascience.github.io)
        
       | tasubotadas wrote:
       | Anyone used it? Is it any good?
        
         | baka367 wrote:
         | It feels like a great material at explaining the field to new
         | joiners.
         | 
         | My team is currently migrating from software to data science
         | and this publication feels exactly like something that would
         | bridge the gap
        
           | nerdponx wrote:
           | What company do you work at where they're willing to train a
           | bunch of developers up to data science from scratch? That's a
           | multi-year investment if you want a team that can actually
           | solve real problems without causing more problems.
        
             | shapefrog wrote:
             | data science isnt that hard!
        
               | mjburgess wrote:
               | Well, it's mostly impossible -- i guess that's a certain
               | sort of way it isnt hard.
        
               | nerdponx wrote:
               | It's not hard in the same way software engineering isn't
               | hard. That is to say: it's hard to do _well_.
        
       | troelsSteegin wrote:
       | The page embeds https://stanforddatascience.github.io/best-
       | practices/index.h...
        
         | hackernewds wrote:
         | Would be helpful to feed into custom chatgpt that ask the gpt
         | questions directly
        
           | bazmattaz wrote:
           | I just tried that but there is pagination. Would love to know
           | if we can instruct GPT4 to click through the pages
        
         | jiriro wrote:
         | Oh, thank you. The original covers almost 50% of the screen
         | (iphone) with the static heading!
        
         | dang wrote:
         | Ok, we've changed to that from
         | https://datascience.stanford.edu/programs/stanford-data-scie...
         | above. Thanks!
        
       | hackernewds wrote:
       | "In summary, this handbook is a guide to making science more
       | open, transparent, and reproducible by presenting best practices"
        
       | ulrischa wrote:
       | Very cool that universities like Stanford that usually costs a
       | lot of money offer their study material for free
        
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       (page generated 2023-11-12 23:00 UTC)