Model Cards: A Nutrition Label for Predictive Models
AI and machine learning play an important role in our daily lives, but there is often a lack of transparency associated to how the models work and what inputs were provided to train them. Model cards, a “nutrition label” for machine learning models, are one easy-to-implement way to begin addressing this challenge and bring more visibility to the public on how predictive models are being used to impact them.
Computer Vision and Identifying Patterns in Breast Cancer
A story of how we used computer vision and unsupervised machine learning to identify novel patterns in breast cancer tumor tissue sample images.