This post discusses the organizational structure needed for effective MLOps implementation. It describes the stages of a Machine Learning project life-cycle and the cognitive load placed on ML Teams. The post explores the evolution of ML Teams and suggests the introduction of a ML Platform Team to reduce cognitive load.
Table of contents
The structure of ML Project.End-to-end Machine Learning TeamCognitive loadEvolution of Cognitive Load in ML Teams.ML Platform Teams.Final picture.Join SwirlAI Data Talent CollectiveSort: