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Course Information

Algorithms for Data Science (DCS 630)

Term: 2023-2024 Spring

Faculty

Ikram Daidai
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Schedule

Wed, 9:00 AM - 10:15 AM (1/8/2024 - 2/25/2024) Location: MAIN DEEDS D102

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.