mccormick.northwestern.edu

MLDS 490: Interpretable Machine Learning for Finance

The course emphasizes interpretable machine learning techniques and their applications in the financial services industry. Students will develop machine learning models, explain model predictions, and ...
ZDNet

Explainable AI: A guide for making black box machine learning models explainable

Machine learning is taking the world by storm, helping automate more and more tasks. As digital transformation expands, the volume and coverage of available data grows, and machine learning sets its ...
ZDNet

Explainable AI: From the peak of inflated expectations to the pitfalls of interpreting machine learning models

Machine learning and artificial intelligence are helping automate an ever-increasing array of tasks, with ever-increasing accuracy. They are supported by the growing volume of data used to feed them, ...
Purdue University

One-step multicomponent reaction with interpretable machine learning innovation to develop chemical library for drug discovery

WEST LAFAYETTE, Ind. – Machine learning has been used widely in the chemical sciences for drug design and other processes. The models that are prospectively tested for new reaction outcomes and used ...