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Oct 02, 2024
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DS002R PO - Foundations of Data Science with RWhen Offered: Each fall.
Instructor(s): J. Hardin
Credit: 1
Data play an increasingly important role in many fields. Being able to understand data and the ethical implications in data driven decisions is paramount to being an informed member of society. As an introduction to data science with R this course will introduce students to basic data science concepts. Students will learn how to scrape process and clean data from the web; wrangle data in a variety of formats; contextualize variation in data; construct point and interval estimates using resampling techniques; design accurate clear and appropriate data graphics; query large relational databases (using SQL); and communicate data-driven decisions. Prerequisite: CSCI004 or CSCI005 or CSCI051 or equivalent experience in programming.
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