How we built and iterated on a machine learning Search Ranking platform for a new two-sided marketplace and how we helped it grow. (more…)

Etsy has long had comprehensive observability over its machine learning (ML) deployments from a software engineering perspective.... (more…)

This article is a high-level introduction to an efficient worfklow for optimizing runtime performance of machine learning systems running on the GPU. Using traces from Nsight Systems to show real production scenarios, I introduce a set of common utilizati... (more…)

You (and your company) probably don't need machine learning. Most companies just need good data management with good regression modeling.

ml-videos - A collection of video resources for machine learning...