Mar 28, 2024  
2016-2017 CSU East Bay Catalog 
    
2016-2017 CSU East Bay Catalog [ARCHIVED CATALOG]

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CS 6831 - Statistical Learning and Data Analysis


Units: 4
Introduction to machine learning; emphasis on its underlying mathematics. Topics include: feasibility of learning, data representation, gradient descent, regression, over/under-fitting, regularization, neural networks, SVD, and spectral clustering. Prerequisites: MATH 2150  and STAT 3401  or STAT 3502 . Grading: ABC/NC grading only.



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