A machine learning learning PhD doesn’t only open up some of the highest-paying jobs around, it sets you up to have an outsized positive impact on the world. This comprehensive guide on machine learning PhDs from 80,000 Hours (YC S15) will help you get st... (more…)

Debugging and testing machine learning models can be a daunting process. In this article, we will help you do it in a systematic and easy way. (more…)

On the latest Search Off The Record podcast, John Mueller, Gary Illyes and Martin Splitt had a special guest from the Google Search Quality team named Duy Nguyen. He said that Google has built a (more…)

People who come to machine learning/data science from a software engineering background (as opposed to a scientific or statistical background) often gloss over the statistical underpinnings of many machine learning methods. This is fine initially when you... (more…)

A recent blog post by the OpenML community called “Finding a standard dataset format for machine learning” outlines a set of data format… (more…)