This article on "data drift" (by Augustin Marty) reminds us on how important the #MLCanvas method is to consider and implement the regular performance checks and updating of your deployed models.
ML Canvas is the method, created by Louis Dorard, that enables teams, data science and business profiles, to collaborate better, around a single page. This method unite minds, at a glance, on all the ins and outs of an #ArtificialIntelligence system.
The article could also point out, as part of the ever evolutive data context, the economic equation will also have to change and be reconsidered, justifying a continuous monitoring of the deployed models. Indeed your competitors will soon realize the interest of the #AI in your market.
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