Software engineering for data scientists
Software engineering for data scientists
Hi all! Data scientist here, trying professionalise a group of hobby programmers who've somehow found ourselves doing it for a living. The programming we know; it's the infrastructure we're lacking. None of us knows how to organise a programming team, myself very much included.
Can anyone recommend resources, books, courses on software engineering suitable for data scientists?
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I really like The Mythical Man-Month by Fred Brooks. It's originally from 1975, based on his experience in managing a team that wrote the operating system for a series of IBM computers. So it doesn't talk about modern tooling. But I do like the way it gives the lay of the land, so to speak. Lots of interesting ideas, and quite a lot of wonderful illustrations and diagrams too :)
This looks really interesting! I'll give it a go. Thanks!