DNSC 4280
George Washington University
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Machine Learning Package
- Package deal • 2 items • 2023
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- $22.49
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This includes class notes from the Machine Learning class, quiz notes, and midterm exam notes.
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Machine Learning - Class Notes
- Class notes • 32 pages • 2023
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- $15.99
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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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Machine Learning - Quiz Notes
- Exam (elaborations) • 4 pages • 2023
- Available in package deal
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- $10.49
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This document includes: clustering, Euclidean distance, k-means, and KNN.
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Machine Learning - Midterm Notes
- Exam (elaborations) • 5 pages • 2023
- Available in package deal
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- $12.69
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This document includes: clustering, normalization/scaling, R code, Euclidean Distance, KMeans Algorithm, and K Nearest Neighbors.
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