PSTAT100
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PSTAT 100 - Data Science Concepts and Analysis
Statistics & Applied Probability
College of Letters and Science
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. 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. Case studies illustrate the importance of domain knowledge.
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.