Savin focuses on building generalizable infrastructure to accelerate the impact of data science at Netflix.
All Sessions by Savin Goyal
Day 1 Bangalore
January 22, 2020
More Data Science, Less Engineering with Netflix's Metaflow
16:10 - 16:50
Netflix's unique culture affords it's data scientists an extraordinary amount of freedom. They are expected to build, deploy, and operate large machine learning workflows autonomously without the need to be significantly experienced with systems or data engineering. Metaflow, our ML framework (now open-source at metaflow.org), provides them with delightful abstractions to manage their project's lifecycle end-to-end, leveraging the strengths of the cloud: elastic compute and high-throughput storage. In this talk, we present our human-centric design principles that you can now adopt with ease.