Google's Rules of Machine Learning

martin.zinkevich.org

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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