Rules of Machine Learning: Best Practices for ML Engineering

​This document is intended to help those with a basic knowledge of machine learning get the benefit of best practices in machine learning from around Google. It presents a style for machine learning, similar to the Google C++ Style Guide and other popular guides to practical programming. If you have taken a class in machine learning, or built or worked on a machine­learned model, then you have the necessary background to read this document.

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

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