Andrew Ng, one of the most influential voices in machine learning over the last decade, is currently voicing concerns about the extent to which the sector emphasizes innovations in model architecture over data – and specifically, the extent to which it al... (more…)

The Pentagon is hunting ISIS using big data and machine learning. (more…)

In this first post in a series on how to build a complete machine learning product from scratch, I describe how to setup your project and tooling. (more…)

Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)

Continuity can be a challenge for shoots that are plagued by varying weather conditions, where, for instance, the pick-up shots are in bright sunlight but the core footage was shot under an even layer of cloud. The cheapest and perhaps most notorious post... (more…)