Graphical causal inference as pioneered by Judea Pearl arose from research on artificial intelligence (AI), and for a long time had little connection to the field of machine learning. This article discusses where links have been and should be establishe... (more…)

In the sixty years since Arthur Samuel first published his seminal machine learning work, artificial intelligence has advanced from being not as smart as a flatworm to having less common sense than a house cat. (more…)

Join LifeWithData in Machine Learning Up-To-Date 25 for a curated, concise machine learning newsletter that points the reader to key developments. (more…)

Wordpress and Medium are working on different aspects of the content publishing problem. Wordpress works to give people a platform and tool to create on, a...

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