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Course Prefix: MDI   Course #: 404   Keywords: null  

MDI 404LEC Statistical Principles of Materials Informatics


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