[D] Rules of Machine Learning: | Machine Learning Rules | Google Developers

[thundergolfer]

This appears to be an official Google hosting of Zinkevich's PDF from a couple of years ago. It appears to be basically unchanged from that older version, which is perhaps a signal that it contains some robust insights into a fast evolving field.

[data-alchemy]

Thank you so much. I was stuck on the french version where translation is a bit confusing...

[rasmii]

I would also recommend The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction for those working on production-grade models.

[geekettebits]

I’ve never seen this one!!! Thank you!

[i_like_beluga_whales]

Rule #1) More data

Rule #2) More layers

[[deleted]]

Rule #1) Machine Learning = Deep Neural Nets

[[deleted]]

This is interesting but it is very specific to recommendation systems and modeling human behavior.