Rules of Machine Learning: Best Practices for ML Engineering

An article by Martin Zinkevich, Research Scientist at Google, on best practices in machine learning from his experience at Google. From the intro: "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."