![]() It also allows you to communicate the project’s requirements with your team, so each member knows what is required not only of themselves but from the team as a whole. Why do you need an ML canvas?Īn ML canvas allows you to set out your vision for your ML system, providing you with a consolidated map of what is required to realise your vision. With an ML canvas, all of your project’s requirements and touchpoints are assembled and mapped out in a simple chart to allow your team to gain a wide vision of your overall project and its vision.įor the purpose of this article, we’ll be referring to the Machine Learning Canvas created by Louis Dorard, founder of Own Machine Learning. Much like a business model and an AI canvas, a machine learning (ML) canvas is a crucial means to map out all the tasks, challenges and risks associated with an ML project.
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