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Software development skills for data scientists (treycausey.com)
25 points by trey 3266 days ago | 5 comments


1 point by TheCartographer 3262 days ago | link

This was a really great article for people coming at data science from the non-CS end of things. Every single one of these issues is one that I identified as items that I needed to understand better if I was going to get serious about developing my CS related skill set. It took me about a year to do it - and here it is all laid out, nice and neat in an article.

Great job!

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1 point by trey 3265 days ago | link

It was pointed out to me that this sounds a lot like Software Carpentry, which is a great point and one I didn't think of when writing the piece. I'm not sure what you mean by "a little further along", since this is a blog post and not an organization of any kind.

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1 point by ngdavies 3265 days ago | link

Maybe Trey's goal was similar to these guys?

http://software-carpentry.org/

And perhaps they are a little further along?

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1 point by DataR 3265 days ago | link

Great! I will be more than happy to read the article about testing!

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1 point by tarlen 3265 days ago | link

I can't agree more with the version control (especially git) sentiments. I'm not a data scientist (yet?!) but an astrophysicist, and though the learning curve is somewhat steep for the completely uninitiated, it pays off remarkably in the end.

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