Data Fluency

J & M Price College of Eng. ยท CP SC

Undergraduate Certificate

Description

This certificate is designed to provide students with exposure (i. e. a basic fluency) to the principles, issues, and tools within the field of data science. Starting from a base of only college algebra, and not requiring calculus, this certificate provides familiarity in statistics and programming, as well as skills in data wrangling and data ethics, and the application of these skills in at least one domain.

Learning Outcomes

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Elements of exploratory data analysis (data summaries; descriptive statistics; etc.)

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A working knowledge of the normal distribution and its role in sampling

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A working knowledge of linear regression and correlation, uses and limitations of the central limit theorem and the normality assumption, and basics of testing and confidence intervals

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Write small functions and scripts to accomplish desired tasks

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Use external code and packages in their own programs to add functionality

Graduation Requirements

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Earn a "B-" or better average overall from all certificate courses.

Official Resources

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