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

Course Schedule