PSTAT100
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PSTAT 100 - Data Science Concepts and Analysis
Full Course Title
Data Science Concepts and Analysis
Instructor Name(s)
STAFF
Course Description
Overview of data science key concepts and the use of tools for data retrieval, analysis, visualization, and reproducible research in preparation for advanced data science courses. Topics include an introduction to inference and prediction, principles of measurement, missing data, and notions of causality, statistical traps, and concepts in data ethics and privacy.
Unit Value
4
Maximum number of times course can be repeated for additional credit
0
Maximum Units
4
Recommended Preparation
PSTAT 120B recommended, but can be taken concurrently.
Prerequisites
Repeat Comments
Not open to enrollment to students who have completed PSTAT 131.