From DevOps to MLOps: Scaling Machine Learning Models to 2 Million+ Requests per Day

Abstract

Learn how to deploy and scale Machine Learning models to 2 Million+ requests/day using MLOps best practices. In this talk, you’ll learn how to go from data preparation to deployment to scaling ML models that can run at large scale - all without breaking the bank.