Data Exploration and Outlier Analysis
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Overview
Subject area
DATA
Catalog Number
617
Course Title
Data Exploration and Outlier Analysis
Department(s)
Description
In this course, students will develop advanced skills in exploring and processing large sets of disparate data types. Students will perform exploratory analysis, work with imperfect data sets, apply probabilistic techniques to the characterize variables, and identify and handle outliers. In addition, students explore relationships between variables and apply appropriate transformations to these variables.
Typically Offered
Offer as needed
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
026531
Course Schedule
Schedule
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