GitHub / MeredithGal / Predictive-Analytics-with-R-Programming
UNCW BAN 502 This course explores methods for model selection, parameter estimation, and validation. Focused on techniques and algorithms from the statistical and machine learning disciplines.
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Language: Jupyter Notebook
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Topics: classification-trees, cluster-analysis-regularization, excel-data-analytics, logistic-regression, multinomial-logistic-regression, naive-bayes-principal-components-analysis, neural-networks, ordinary-least-squares-regression, r-programming, regression-trees, support-vector-machines