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1. Introduction to a Basic Machine Learning Workflow for Predicting Materials Properties

   Online Presentations | 04 Oct 2022 | Contributor(s):: Benjamin Afflerbach

   This tutorial will introduce core concepts of machine learning through the lens of a basic workflow to predict material bandgaps from material compositions.

2. An Introduction to Machine Learning for Materials Science: A Basic Workflow for Predicting Materials Properties

   Online Presentations | 25 Jun 2021 | Contributor(s):: Benjamin Afflerbach

   This tutorial will introduce core concepts of machine learning through the lens of a basic workflow to predict material bandgaps from material compositions.

3. Hands-On Data Science and Machine Learning in Undergraduate Education

   Courses | 07 Oct 2020 | Contributor(s):: Alejandro Strachan, Saaketh Desai, Juan Carlos Verduzco Gastelum, Michael N Sakano, Zachary D McClure, Joseph M. Cychosz, Jared Gray West

   This series of modules introduce key concepts in data science in the context of application in materials science and engineering.