Published by:
MIT Sloan School of Management
Length: 8 pages
Topics:
Data, AI, & Machine Learning
Share a link:
https://casecent.re/p/197333
Write a review
|
No reviews for this item
This product has not been used yet
Abstract
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.
About
Abstract
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.