Google's Rules of Machine Learning

43 rules that Google engineers have learned while implementing some of the most sophisticated and widely used machine learning models in the world, as written by a Google engineer. Here are a few examples I particularly liked:

  • Don’t be afraid to launch a product without machine learning.
  • Don’t overthink which objective you choose to directly optimize.
  • Plan to launch and iterate.

Save this and revisit often—it's that good. 


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