Creating a Modern, Open Source MLOps Stack at Home

Part 1: Developing a Framework

Photo by CDC on Unsplash

Introduction

Over the past few years, many organisations have found that although they train great models, they don’t always gain long-term value from them. The reason for this is deployment and monitoring.