Courses of Study 2022-2023 
    
    Aug 16, 2022  
Courses of Study 2022-2023
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CS 4786 - [Machine Learning for Data Science]


(SDS-AS)      
Spring. Not offered: 2022-2023. Next offered: 2023-2024. 4 credits. Student option grading.

Prerequisite: probability theory (BTRY 3080 , ECON 3130 , MATH 4710 , or strong performance in ENGRD 2700  or equivalent), linear algebra (strong performance in MATH 2940  or equivalent), CS 4780 CS 2110  or equivalent programming proficiency. Co-meets with CS 5786 .

Staff.

An introduction to machine learning for data-science applications. Topics include dimensionality-reduction (such as principal components analysis, canonical correlation analysis, and random projection); clustering (such as k-means and single-link); probabilistic modeling (such as mixture models and the EM algorithm). 



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