How to design an MLOps architecture in AWS?

A guide for developers and architects especially those who are not specialized in machine learning to design an MLOps architecture for their organization

Introduction

According to Gartner’s findings, only 53% of machine learning (ML) projects progress from proof of concept (POC) to production. Often there is a misalignment between the strategic objectives of the company and machine learning models built by data…