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Rules of Machine Learning: Best Practices for ML Engineering [pdf] (zinkevich.org)
188 points by yarapavan on Dec 13, 2019 | hide | past | favorite | 4 comments


These rules are also on Google's Machine Learning Guide[1]. I find the website easy to parse. Definitely an awesome resource to review before jumping into any ML project!

[1] https://developers.google.com/machine-learning/guides/rules-...


Would like a version but for managers. "What to do before you decide on using 'AI' in your project."


There are a couple of good online courses I'd recommend in this context.

https://www.coursera.org/learn/ai-for-everyone

https://www.coursera.org/learn/machine-learning-business-pro...

You can try both of these courses for free.


This is a great reference but it hasn’t changed since it was published, several years ago.

Anything more recent, any updated comments you’d recommend?




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