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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Package deal

Machine Learning Package
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2

June 2023
This includes class notes from the Machine Learning class, quiz notes, and midterm exam notes.
carly4381937
$22.99 More Info

Lecture notes

Machine Learning - Class Notes
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32

June 2023

2022/2023
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...
carly4381937
$16.49 More Info

Exam (elaborations)

Machine Learning - Midterm Notes
Available in bundle

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5

June 2023

2022/2023

A
Available in bundle
This document includes: clustering, normalization/scaling, R code, Euclidean Distance, KMeans Algorithm, and K Nearest Neighbors.
carly4381937
$13.19 More Info