Advanced MLOps CONTENTS: 1. Principles of MLOps? 2. Basic MLOps stack template 3. References WHAT ARE SOME OF THE KEY PRINCIPLES OF MLOps? Automation: The maturity of the ML process is determined by the level of automation of the Data, ML Model, and Code pipelines. With increased maturity, the rate at which new models are […]
INTRODUCTION: What exactly is MLOps? Machine learning operations, or MLOps, are strategies for streamlining the machine learning life cycle from start to finish. Its goal is to connect design, model development, and operations. Model development and operations are frequently kept separate in ML development, with just a manual handover connecting them, resulting in lengthy turnaround