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Introduction to Data Visualization

General

Prefix

STAT

Course Number

360

Course Level

Undergraduate

Department/Unit(s)

College/School

College of Science and Engineering

Description

Graphically explore a wide variety of data sets. Visual techniques to improve the understanding and communication of complex data. Hands-on implementation of these techniques with real data sets. Methods for visualizing large data sets, including high dimensional data. Dynamic data visualizations. Good design
practices for visualization and presentation of results.

Prerequisites

Credits

Min

3

Max

3

Repeatable

No

Goals and Diversity

MN Goal Course

No

Cultural Diversity

No

Learning Outcomes

Outcome

Recommend, construct and interpret appropriate visualizations for various types ofdata sets.

Outcome

Organize and communicate complex information concisely using data visualization.

Outcome

Describe the insights that good data visualization provides.

Outcome

Use data visualization software.

Course Outline

Course Outline

Human perception and effective graphs. 10% Graphical techniques for one and two variables. 20% Graphing high dimensional data. 20% Dynamic visualizations. 10% Techniques for large data sets. 15% Selection of appropriate visualizations. 15% Special topics. 10%