Published inTowards Data ScienceServe hundreds to thousands of ML models — architectures from industryLearn about ML serving platforms that serve hundreds to thousands of models.Jan 13, 20222Jan 13, 20222
Published inTowards Data ScienceSnorkel in the wild — weak supervision at Google, Intel, Apple and IBMA synthesis of how Snorkel is used in industry.Aug 2, 2021Aug 2, 2021
Published inTowards Data ScienceLessons on ML Platforms — from Netflix, DoorDash, Spotify, and moreML platform patterns, tools, and unique capabilities, from eleven large tech companies.May 12, 20215May 12, 20215
Published inTowards Data SciencePaper Highlights-Challenges in Deploying Machine Learning: a Survey of Case StudiesProduction ML is hard. This paper better prepares us for deploying ML models by discussing challenges we might face.Feb 28, 20211Feb 28, 20211
