Sep 27, 2024  
University of Alberta Calendar 2020-2021 
    
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University of Alberta Calendar 2020-2021 [ARCHIVED CATALOG]

STAT 413 - Introduction to Computing for Data Science

★ 3 (fi 6) (second term, 3-0-0) Survey of contemporary languages/environments suitable for algorithms of Statistics and Data Science. Introduction to Monte Carlo methods, random number generation and numerical integration in statistical context and optimization for both smooth and constrained alternatives, tailored to specific applications in statistics and machine learning. Prerequisites: STAT 265 or consent of the instructor.