`r4sl`

This text is currently written as a supplement to ISL for use in STAT 430, Basics of Statistical Learning at The University of Illinois at Urbana-Champaign. Some additional details and additional topics are included, but the main focus in on providing more thorough R examples.

Name		Name	Last commit message	Last commit date
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data		data
deployment		deployment
images		images
.Rbuildignore		.Rbuildignore
.gitattributes		.gitattributes
.gitignore		.gitignore
.travis.yml		.travis.yml
01-prerequisites.Rmd		01-prerequisites.Rmd
02-probability.Rmd		02-probability.Rmd
03-r-rstudio-rmarkdown.Rmd		03-r-rstudio-rmarkdown.Rmd
04-model-basics.Rmd		04-model-basics.Rmd
05-regression.Rmd		05-regression.Rmd
06-linear.Rmd		06-linear.Rmd
07-knn-reg.Rmd		07-knn-reg.Rmd
08-tradeoff.Rmd		08-tradeoff.Rmd
09-classification.Rmd		09-classification.Rmd
10-logistic.Rmd		10-logistic.Rmd
11-generative.Rmd		11-generative.Rmd
12-knn-class.Rmd		12-knn-class.Rmd
13-unsupervised.Rmd		13-unsupervised.Rmd
14-pca.Rmd		14-pca.Rmd
15-k-means.Rmd		15-k-means.Rmd
16-mixture.Rmd		16-mixture.Rmd
17-hierarchical.Rmd		17-hierarchical.Rmd
18-practice.Rmd		18-practice.Rmd
19-supervised-recap.Rmd		19-supervised-recap.Rmd
20-resampling.Rmd		20-resampling.Rmd
21-caret.Rmd		21-caret.Rmd
22-subset.Rmd		22-subset.Rmd
23-modern.Rmd		23-modern.Rmd
24-regularization.Rmd		24-regularization.Rmd
25-elnet.Rmd		25-elnet.Rmd
26-tree.Rmd		26-tree.Rmd
27-ensemble.Rmd		27-ensemble.Rmd
28-ann.Rmd		28-ann.Rmd
29-appendix.Rmd		29-appendix.Rmd
30-nonlin.Rmd		30-nonlin.Rmd
31-rda.Rmd		31-rda.Rmd
32-svm.Rmd		32-svm.Rmd
DESCRIPTION		DESCRIPTION
README.md		README.md
_bookdown.yml		_bookdown.yml
_output.yml		_output.yml
book.bib		book.bib
favicon.ico		favicon.ico
index.Rmd		index.Rmd
preamble.tex		preamble.tex
r4sl.Rproj		r4sl.Rproj
style.css		style.css
wordmark.png		wordmark.png

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`r4sl`