DNSC 4280

George Washington University

Here are the best resources to pass DNSC 4280. Find DNSC 4280 study guides, notes, assignments, and much more.

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Machine Learning - Quiz Notes
  • Machine Learning - Quiz Notes

  • Exam (elaborations) • 4 pages • 2023
  • Available in package deal
  • This document includes: clustering, Euclidean distance, k-means, and KNN.
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Machine Learning - Midterm Notes
  • Machine Learning - Midterm Notes

  • Exam (elaborations) • 5 pages • 2023
  • Available in package deal
  • This document includes: clustering, normalization/scaling, R code, Euclidean Distance, KMeans Algorithm, and K Nearest Neighbors.
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  • $12.69
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Machine Learning - Class Notes
  • Machine Learning - Class Notes

  • Class notes • 32 pages • 2023
  • This document includes: a review of data mining, overfitting/underfitting, bias variance tradeoff, discrete random sampling, clustering, hierarchical methods, divisive method, dendrogram, Euclidean distance, k-means clustering, KNN, naive bayes, Bayes' Theorem, Model assessment, resampling, Leave one out cross validation approach, k-fold cross validation, stepwise selection, ridge regression, LASSO, regularized regression models in R, linear discrimination analysis, QDA, SVM, Logistic regressio...
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