Brief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more. (more…)

This post is authored by Miguel Fierro, Data Scientist, Mathew Salvaris, Data Scientist, Guolin Ke, Associate Researcher, and Tao Wu, Principal Data Science Manager, all at Microsoft. (more…)

This paper surveys the design approaches used in distributed machine learning (ML) platforms and proposes future research directions. This ... (more…)

Artists’ bodies of work are like icebergs: We almost never see more than the 10% sticking above the water. For Edvard Munch, that means most folks are familiar with The Scream, and maybe a dozen or so of his other 1,800+ paintings, but the rest rema... (more…)

Which one works best for unbalanced data? Any tradeoffs? (more…)