UT Dallas 2024 Graduate Catalog

BMEN6303 - Introduction to Statistical and Machine Learning for Bioengineering

BMEN 6303 Introduction to Statistical and Machine Learning for Bioengineering (3 semester credit hours) Machine learning models introduced include linear and logistic regression, classification using Nave Bayes, Decision Trees, Support Vector Machines, and clustering. Python used as programming language. Emphasis in project work on biomedical engineering topics. Prerequisite: BMEN 7340 or equivalent background in statistics; programming skills. (3-0) Y