20 R Packages You Should Know
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2:43 - dplyr
3:54 - data.table
5:09 - tidyr
6:12 - ggplot2
7:50 - ggThemeAssist
10:08 - esquisse
13:04 - plotly
14:51 - purrr
16:20 - stringr
16:54 - lubridate
17:44 - forcats
18:59 - rmarkdown
20:24 - kableExtra
21:25 - shiny
22:30 - shinyDashboard
23:17 - caret
24:10 - tidymodels
25:45 - keras
27:03 - fable
28:26 - reticulate
RichardOnData tutorials:
dplyr: • Manipulating Data in R with "dplyr" |...
ggplot2/ggThemeAssist: • Visualizing Data in R with "ggplot2" ...
tidyr: • Tidying Data in R with "tidyr" | R Tu...
lubridate: • Handling Datetimes in R with "lubrida...
forcats: • Conquering Factors in R with "forcats...
stringr: • Manipulating Text in R with "stringr"...
kableExtra: • Designing tables in R with "knitr" an...
caret (part 1): • Preprocessing Data in R for ML with "...
caret (part 2): • Feature Elimination and Variable Impo...
caret (part 3): • Training and Tuning ML Models in R wi...
caret (part 4): • Creating ROC curves and ensembling mo...
#LearnR #RPackages #BreakingIntoDataScience
Reference links:
dplyr: dplyr.tidyverse.org/
data.table: cran.r-project.org/web/packages/data.table/vignett…
tidyr: tidyr.tidyverse.org/
ggplot2: ggplot2.tidyverse.org/
esquisse: rdrr.io/cran/esquisse/
plotly: plotly.com/r/
purrr: purrr.tidyverse.org/
stringr: stringr.tidyverse.org/
lubridate: lubridate.tidyverse.org/
forcats: forcats.tidyverse.org/
rmarkdown: rstudio.com/wp-content/uploads/2015/02/rmarkdown-c…
kableExtra: cran.r-project.org/web/packages/kableExtra/vignett…
shiny: rstudio.com/wp-content/uploads/2015/02/shiny-cheat…
shinyDashboard: rstudio.github.io/shinydashboard/get_started.html
caret: cran.r-project.org/web/packages/caret/vignettes/ca…
tidymodels: rviews.rstudio.com/2019/06/19/a-gentle-intro-to-ti…
keras: tensorflow.rstudio.com/guide/keras/
fable: fable.tidyverts.org/
reticulate: ugoproto.github.io/ugo_r_doc/pdf/reticulate.pdf
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9 ساعت پیش
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