2018-2020 Undergraduate and Graduate Bulletin (with addenda) 
    
    May 25, 2020  
2018-2020 Undergraduate and Graduate Bulletin (with addenda)
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CS-UY 4563 Introduction to Machine Learning

3 Credits
This course provides a hands on approach to machine learning and statistical pattern recognition.  The course describes fundamental algorithms for linear regression, classification, model selection, support vector machines, neural networks, dimensionality reduction and clustering.  The course includes computer exercises on real and synthetic data using current software tools.  A number of applications are demonstrated on audio and image processing, text classification, and more. Students should have competency in computer programming. 

Prerequisite(s): Prerequisite for Brooklyn Students: CS-UY 1134  AND (MA-UY 2034 , MA-UY 2034G, MA-UY 3044  or MA-UY 3054 ) AND (MA-UY 2224 , MA-UY 2222 , MA-UY 2233 , MA-UY 2233 , MA-UY 3012 , MA-UY 3014 , or MA-UY 3514 ) | Prerequisite for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) AND (MATH-UH 1022 or MATH-UH 1023) AND (MATH-UH 2011Q or ENGR-UH 2010Q) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better) AND (MATH-SHU 140 or MATH-SHU 141) AND MATH-SHU 235



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