‘Rules of Machine Learning: Best Practices for ML Engineering’ from Martin Zinkevich
‘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 machine-learned model, then you have the necessary background to read this document.’ Full of good tips, if you wind up using ML in a production service.
(tags: machine-learning ml google production coding best-practices)