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STAT 412. Statistics for Data Science using R. 3 Credits.

This course introduces the statistics for data science: Basic principles of statistics for Data Science; R programming; Exploratory Data Analysis; Data and Sampling Distributions; Statistical Experiments and Testing; Regression and Prediction; Classification; Basic Statistical Machine Learning; Unsupervised Learning. Prereq: STAT 330.