Creating and maintaining a platform for reliably producing and deploying machine learning models requires careful orchestration of many components—-a learner for generating models based on training data, modules for analyzing and validating both data as w... (more…)

Our journey of bringing machine learning at scale to predictive flight arrival times in Foresight ETAs. (more…)

Machine learning operationalization has come to be seen as the industrial holy grail of practical machine learning. And that isn’t a bad thing – for data to eventually be useful to orga… (more…)

DAIN is a machine learning framework that interpolates extra frames in order to either upscale from 23/29fps to 60fps and beyond, but it is also able to crea... (more…)

TLDR: Scroll and read the headings in bold Last month I gave an informal talk to an intimate gathering of friends with this title that I am putting down in words. This post is mainly for people who are using machine learning to build something as oppos... (more…)