MASC 515 Basics of Machine Learning for Materials

Units: 4
Terms Offered: Sp

Introduction to machine learning, basics of python programming and data science tools; hands-on projects of materials and process modeling based on machine learning methods.
Recommended Preparation: Basic Python programming, Calculus, Linear Algebra, and Probability. Basic knowledge of atomistic simulations (MASC 575 and MASC 576)
Instruction Mode: Lecture
Grading Option: Letter