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STA X01 STA 301  Introduction to Data Science  3 Hours

3 Lecture Hours  0 Lab Hours  
An introduction to the principles and practice of data science for business applications. Explore tidying, summarizing, and visualizing data; statistical computing in R; linear regression; introduction to predictive modeling and out-of-sample model validation; uncertainty quantification using resampling methods; basic probability models, including the normal and binomial distributions; and statistical hypothesis testing. The equivalent of three lecture hours a week for one semester.
Restrictions: Restricted to students in the McCombs School of Business.  
Grading: Letter Grade  
Repeatable for credit: No  
Academic Level: Lower Division