Courses Detail Information

VE484 – Data Mining


Instructor:

Credits: 4 credits

Pre-requisites: Background on a programming language

Degree Program:

Terms Offered:

Description:

Data mining, graph data, kernel methods, dimensionality reduction, sequence mining, clustering, representative-based clustering, hierarchical clustering, density-based clustering, spectral clustering, classification, decision trees, linear discriminant analysis, support vector machines, principal component analysis, singular value decomposition, search engines, recommender systems, high-dimensional data, large-scale data.

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