MLOps and tracking experiments with Allegro AI (Practical AI #97)

Published: July 20, 2020, 3:40 p.m.

b'DevOps for deep learning is well\\u2026 different. You need to track both data and code, and you need to run multiple different versions of your code for long periods of time on accelerated hardware. Allegro AI is helping data scientists manage these workflows with their open source MLOps solution called Trains. Nir Bar-Lev, Allegro\\u2019s CEO, joins us to discuss their approach to MLOps and how to make deep learning development more robust.'