Best Machine Learning / Data Science Reads

Here are the most interesting research papers / articles that I came across.

  1. A Few Useful Things to Know about Machine Learning. This papers discusses twelve important topics that every machine learning practitioner should pay his attention to.
  2. This article describes foundations of algorithmic bias.
  3. How machine learning algorithms are evaluated in real world uses in web and other online applications.