MLOps Stack Canvas
We envision the MLOps Stack Canvas as help to architect the ML system.
MLOps Stack Canvas condenses the main elements of a whole technology stack for an ML application into a single page. This framework guides the development teams through the MLOps building blocks and lets them answer the MLOps infrastructure-related questions and identify the necessary tools chain.
The purpose of the MLOps Stack Canvas is to help you to structure workflows, architecture, and infrastructure components for the MLOps stack in the ML project.
I am the queen of ml-ops.org Working at the intersection of software engineering and machine learning. PhD in Data Quality.