Nov 21, 2024  
2024-2025 Undergraduate Catalog 
    
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2024-2025 Undergraduate Catalog
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MATH 725 - The Mathematics of Data and Networks I

Credits: 3

Develops the mathematical tools necessary for studying and handling large data-sets and networks. Includes matrix, graph, and probability theory, dimensionality reduction, clustering, maximum likelihood, Bayesian networks, sparsification, modularity, information theory, hidden Markov chains, branching processes, electrical networks, internet mathematics, random walks, random graphs, random matrices, and search algorithms.

Repeat for Credit
N

Requisites
Recommended prerequisite: MATH 551, MATH 222.

Typically Offered
Fall


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