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DATA 3441. STATISTICAL METHODS FOR DATA SCIENCE 1. 4 Hours.

This lecture and lab course will provide an introduction to the fundamental building blocks of advanced data analysis, with emphasis on advanced linear algebra, optimization, statistical inference, and Monte Carlo methods. Working with real data sets will be emphasized, along with basics of R programming. Prerequisite: DATA 3401, DATA 3402 or consent of instructor.