From AI Canvas to MLOps Stack Canvas: Are They Essential?

Hey! I have been using the AI and ML canvases for both personal and professional projects for some time now, as it helps me keep my projects and ideas well-organized. Lately, I have been thinking about creating a canvas that is MLOps-oriented and while doing some research on the topic, I found a ready-made canvas called “MLOps stack canvas”. In this article, we will explore together how to use the MLOps stack canvas. At the end, I’d love to hear your thoughts on the canvas; and let me know if you have used it before or if you plan to adopt it in the future!

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Table of contents:

· 1. Introduction
· 2. AI canvas
· 3. ML canvas
· 4. MLOps stack canvas
· 5. So AI, ML or MLOps canvas?
· 6. Conclusion

My MLOps tutorials:

• Tutorial 1: A Key Start to MLOps: Exploring Its Essential Components
• Tutorial 2: A Beginner-Friendly Introduction to MLOps Workflow
• Tutorial 3: Introduction to…