CS 6140 Data Mining
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Data mining is the study of efficiently finding structures and patterns in giant knowledge sets.
CS 6140 Data Mining course topics:
1. Changing from an untidy and clanging data set to a structured and abstract one,
2. Applying ascendible and probabilistic algorithms to those well-structured abstract knowledge sets, and Formally modelling and understanding the error and alternative consequences of components
3. Algorithms, likelihood, and algebra are needed mathematical tools for understanding these approaches.
4. Topics can include similarity search, clustering, regression/dimensionality reduction, graph analysis, Page Rank, and little area summaries. We are going to conjointly cowl many recent developments, and also the application of these topics to fashionable applications, typically with reference to giant internet-based firms.
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