Rules of Machine Learning: Best Practices for ML Engineering [pdf]

[yarapavan]

http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf

[kalendos]

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-...

[world2vec]

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

[cyorir → world2vec]

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.

[bertil]

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?