Advanced Data Analysis
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Overview
Subject area
CE
Catalog Number
H1100
Course Title
Advanced Data Analysis
Department(s)
Description
Exploratory data analysis including locating hot spots, quantiles and proportions. Analysis and modeling of engineering data that includes detecting trends, seasonality and distributional properties, Spatio-temporal variability in data, Dependence measures, Building generalized linear and non-linear cross-validated predictive, Introductory hierarchical Bayesian modeling.
Academic Career
Graduate
Liberal Arts
No
Credits
Minimum Units
3
Maximum Units
3
Academic Progress Units
3
Repeat For Credit
No
Components
Name
Lecture
Hours
3
Requisites
035256