Algorithms for Data Science (DCS 630)
Term: 2023-2024 Fall
Brief Bio: Hello all! I am Dr. Murchtricia Jones. The Director of Data Science and Dean of the School of Computing, Applied Sciences, and Engineering. I am so excited to be a part of your educational journey.
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.