Markdown document for keeping track of AI research that I find interesting or important.

• "Rules of Machine Learning: Best Practices for ML Engineering"
  • Author
    • Martin Zinkevich, Google Research Scientist
  • Why we read this?
    • Discusses best practices for machine learning at Google in the format of a style guide. However, these recommendations should definitely be taken with a grain of salt (remember that this is a guide for Google product development with machine learning). I have very strong reservations about applying some of these rules within a high-stakes domain (e.g. defense applications).