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_book
_book
 
 
_freeze
_freeze
 
 
data
data
 
 
diagrams
diagrams
 
 
images
images
 
 
renv
renv
 
 
.DS_Store
.DS_Store
 
 
.RData
.RData
 
 
.Rhistory
.Rhistory
 
 
.Rprofile
.Rprofile
 
 
.gitignore
.gitignore
 
 
QMD_E2R_DataScience_R.Rproj
QMD_E2R_DataScience_R.Rproj
 
 
README.md
README.md
 
 
_common.R
_common.R
 
 
_quarto.yml
_quarto.yml
 
 
apply-nlp.qmd
apply-nlp.qmd
 
 
apply-rl.qmd
apply-rl.qmd
 
 
basic-stats-r.qmd
basic-stats-r.qmd
 
 
basic-supervised-learning.qmd
basic-supervised-learning.qmd
 
 
basic-unsupervised-learning.qmd
basic-unsupervised-learning.qmd
 
 
basics-nlp.qmd
basics-nlp.qmd
 
 
basics-nn.qmd
basics-nn.qmd
 
 
basics-rl.qmd
basics-rl.qmd
 
 
class-log-reg.qmd
class-log-reg.qmd
 
 
cover.png
cover.png
 
 
cover_new.png
cover_new.png
 
 
data-exploration-vis.qmd
data-exploration-vis.qmd
 
 
data-manipulation.qmd
data-manipulation.qmd
 
 
data-visualisation.qmd
data-visualisation.qmd
 
 
feature-eng.qmd
feature-eng.qmd
 
 
handling-data-issues.qmd
handling-data-issues.qmd
 
 
hier-clust.qmd
hier-clust.qmd
 
 
img-proc.qmd
img-proc.qmd
 
 
img-seg.qmd
img-seg.qmd
 
 
index.qmd
index.qmd
 
 
index.tex
index.tex
 
 
intro-img-proc.qmd
intro-img-proc.qmd
 
 
intro.qmd
intro.qmd
 
 
introduction.qmd
introduction.qmd
 
 
k-means-clust.qmd
k-means-clust.qmd
 
 
k-nearest-neighbour-reg.qmd
k-nearest-neighbour-reg.qmd
 
 
linear-reg.qmd
linear-reg.qmd
 
 
markov-dec-proc.qmd
markov-dec-proc.qmd
 
 
nlp.qmd
nlp.qmd
 
 
other-topic-ds.qmd
other-topic-ds.qmd
 
 
pca.qmd
pca.qmd
 
 
plausible.html
plausible.html
 
 
r-objects-and-variables.qmd
r-objects-and-variables.qmd
 
 
references.bib
references.bib
 
 
references.qmd
references.qmd
 
 
renv.lock
renv.lock
 
 
rl.qmd
rl.qmd
 
 
semi-sup.qmd
semi-sup.qmd
 
 
styling.scss
styling.scss
 
 
summary.qmd
summary.qmd
 
 
supervised-learning.qmd
supervised-learning.qmd
 
 
svm.qmd
svm.qmd
 
 
t-sne.qmd
t-sne.qmd
 
 
time-series.qmd
time-series.qmd
 
 
understanding-ds.qmd
understanding-ds.qmd
 
 
understanding-nlp.qmd
understanding-nlp.qmd
 
 
understanding-r-applications.qmd
understanding-r-applications.qmd
 
 
unsup-learn.qmd
unsup-learn.qmd
 
 

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End to End Data Science with R

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This repository contains the source of End to End Data Science with R book. The book is built using Quarto.

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This book was primarily a volunteer effort that took thousands of hours to create 😃

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