Introduction To Machine Learning For Materials Science And Engineering

Short-course to introduce key aspects of

Join Ben Afflerbach as he helps you set up your Jupyter Notebook and how to access the

Methods rooted in data

Research

Join Ben as he shows you to generate and evaluate train and test splits in this

Join Ben as he walks you through importing the dataset, cleaning data, and analyzing data availability in this

Presented by Dr. Julia Ling, Director of Data

Join Ben as he shows you how to remove constant features, remove feature correlations, and normalize features in this

Join Ben as he walks through the MAST-ML Configuration and understanding compositional features in this

Music by Bensound.com/royalty-free-music.

This project has brought experts from different fields at Texas A&M University to work together we use

Presentation made by Prof. Ramprasad at an IPAM workshop in UCLA (September 2016)

An

Greg Mulholland is the CEO and cofounder of Citrine Informatics, which builds software to help

Machine Learning

2022.09.13 Benjamin Afflerbach,

Further, Peter will provide his perspective of where he sees the

Instructor: Dr Mathieu Bauchy.

Find out what you can expect from an undergraduate course in the Department of

Materials Science