06-731 Special Topics: Molecular Machine Learning

12 units, Carnegie Mellon University

Modern machine learning (ML) techniques have seen widespread application in science and engineering problems. In this course, we will focus on ML approaches for important problems in chemistry and chemical engineering, including molecular and materials design. We will learn the theoretical fundamentals that will allow us to understand, use, and develop state-of-the-art ML solutions in molecular domains. Furthermore, the course will also feature projects using Python that provide practical skills for the effective application of these methods.

Prerequisites: none listed

Offered: Fall 2025

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