DCS 630
Algorithms for Data Science
Carolina University · UGRD · Fall 2026
1 section
Catalog description
Overview of theory and practice of EM algorithm, bootstrap method, Monte Carlo simulation, density estimation, and MCMC. Other popular Data Science algorithms including k-NN, naïve Bayes, decision trees, random forests, SVM and k-means will be covered with hands-on examples.
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Availability not recently verifiedClass #carolina-0642Fall 2026UGRD3 credits
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