What leaders should know about measuring AI project value

Should you deploy that machine learning model — or will it fail? Most leaders making these decisions are focusing on the wrong metrics — which dooms many projects. In this article, adapted from the book The AI Playbook: Mastering the Rare Art of Machine Learning Deployment, learn how and why to use...

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Detalles Bibliográficos
Otros Autores: Siegel, Eric, 1968- author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: [Cambridge, Massachusetts] : MIT Sloan Management Review 2024.
Edición:[First edition]
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009825927006719
Descripción
Sumario:Should you deploy that machine learning model — or will it fail? Most leaders making these decisions are focusing on the wrong metrics — which dooms many projects. In this article, adapted from the book The AI Playbook: Mastering the Rare Art of Machine Learning Deployment, learn how and why to use business metrics rather than technical ones to evaluate how well an ML model will perform — and how much business value it will deliver.
Notas:Reprint #65334.
Descripción Física:1 online resource (8 pages)