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Statistics and Machine Learning in R

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Overview

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If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.

Syllabus

StatQuest: PCA in R.
StatQuest: MDS and PCoA in R.
StatQuest: Random Forests in R.
StatQuest: Linear Regression in R.
StatQuest: Multiple Regression in R.
StatQuest: Linear Models Pt.3 - Design Matrix Examples in R.
Logistic Regression in R, Clearly Explained!!!!.
Ridge, Lasso and Elastic-Net Regression in R.
ROC and AUC in R.

Taught by

StatQuest with Josh Starmer

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