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Course Prefix: MDI   Course #: 404   Keywords: null  

MDI 404LEC Statistical Principles of Materials Informatics

Lecture

This course introduces students to statistical ideas that are important in learning about materials and their properties. Topics to be covered include: regression, clustering, classification, and inference; Bayes Theorem. Exercises and examples will be drawn from chemical, physics, and materials datasets. Students will develop a facility for elementary statistical analysis of data relevant to material scientists; students will become proficient in writing computer code to analyze datasets; students will learn how to draw inferences from an analysis of datasets.

Credits: 3
Grading: Graded (GRD)
Typically Offered: Fall
Requisites: Pre-Requisites: MDI 312, MTH 306, MTH 309
 
Published: Sep 13, 2021 15:02:55