Machine learning is often thought to be too complicated for everyday development tasks. We often associate it with things like big data, data mining, data science, and artificial intelligence. Sometimes it feels something like this: Machine Learni...

Can you predict the levels of smog in your city using machine learning? We gave it a try by building an app. The results were surprising. (more…)

Google's Ali Rahimi put it bluntly in his NIPS presentation: “Machine learning has become alchemy." The words triggered Facebook's Yann LeCun to fight back. (more…)

DC/OS 1.9 introduced GPU-based scheduling. With GPU-based scheduling, organizations can share resources... (more…)

Imbalanced classes put "accuracy" out of business. This is a surprisingly common problem in machine learning, and this guide shows you how to handle it. (more…)