With many organizations having machine learning models running in production, some are discovering that inefficiencies exists in the first step of the process: feature definition and extraction. Robust feature management is now being realized as a key mis... (more…)

Posted by Quoc Le & Barret Zoph, Research Scientists, Google Brain team At Google, we have successfully applied deep learning models to ma... (more…)

Containers for machine learning. Contribute to replicate/cog development by creating an account on GitHub. (more…)

Graphcore, a $2.8B AI startup, looks like a failure! Their hardware and software simply don't measure up. They are require twice as much 7nm silicon to achieve slower results with worse pricing, TCO, and software support. (more…)

Once you’ve built a machine learning classifier, the next step is to validate it and see how well it fits the data. This short post will list the common metrics we can use to evaluate a classifier.… (more…)