From AI Canvas to MLOps Stack Canvas: Are They Important? | by Chayma Zatout | Oct, 2024

the AI, ML and MLOps stack canvases, defined with examples

Picture by Kiki Siepel on Unsplash

Hey! I’ve been utilizing the AI and ML canvases for each private {and professional} initiatives for a while now, because it helps me preserve my initiatives and concepts well-organized. Currently, I’ve been interested by making a canvas that’s MLOps-oriented and whereas doing a little analysis on the subject, I discovered a ready-made canvas referred to as “MLOps stack canvas”. On this article, we’ll discover collectively methods to use the MLOps stack canvas. On the finish, I’d love to listen to your ideas on the canvas; and let me know if in case you have used it earlier than or should you plan to undertake it sooner or later!

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Desk 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: