Produtionized pipelines in ML
2018 Feb 13Great talk for whom are looking to get some benchmarks of produtionized machine learning. Automating Netflix ML Pipelines with Meson
Summary: Davis Shepherd and Eugen Cepoi discuss the evolution of ML automation at Netflix and how that lead them to build Meson, an orchestration system used for many of the personalization / recommendation algorithms. They talk about challenges they faced, and what they learned automating thousands of ML pipelines with Meson.
