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Updated README to refer to Rstudio repo's PDF's + PNG's
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shrysr committed Jan 11, 2019
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Expand Up @@ -89,67 +89,67 @@ List of Data Science Cheatsheets to rule the world.

## RStudio

- [R Studio IDE (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/rstudio-ide.pdf)
![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/rstudio-ide.png)
- [R Studio IDE (PDF)](https://github.com/rstudio/cheatsheets/blob/master/rstudio-ide.pdf)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/rstudio-ide.png)

- [Base R (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/base-r.pdf)
- [Base R (PDF)](https://github.com/rstudio/cheatsheets/blob/master/base-r.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/base-r.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/base-r.png)

- [Data Import with readr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/data-import.pdf)
- [Data Import with readr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/data-import.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/data-import.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/data-import.png)

- [Data Transformation with Dplyr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/data-transformation.pdf)
![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/data-transformation.png)
- [Data Transformation with Dplyr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/data-transformation.pdf)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/data-transformation.png)

- [Apply Functions with purrr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/purrr.pdf)
- [Apply Functions with purrr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/purrr.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/purrr.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/purrr.png)

- [Data transformation with data.table (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/datatable.pdf)
- [Data transformation with data.table (PDF)](https://github.com/rstudio/cheatsheets/blob/master/datatable.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/datatable.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/datatable.png)

- [Dates and Times with lubridate (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/lubridate.pdf)
- [Dates and Times with lubridate (PDF)](https://github.com/rstudio/cheatsheets/blob/master/lubridate.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/lubridate.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/lubridate.png)

- [Randomizr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/randomizr.pdf)
- [Randomizr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/randomizr.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/randomizr.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/randomizr.png)

- [Regular Expressions (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/regex.pdf)
- [Regular Expressions (PDF)](https://github.com/rstudio/cheatsheets/blob/master/regex.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/regular-expressions.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/regular-expressions.png)

- [Work with Strings with stringr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/strings.pdf)
- [Work with Strings with stringr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/strings.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/strings.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/strings.png)

- [Tidy Evaluation with rlang (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/tidyeval.pdf)
- [Tidy Evaluation with rlang (PDF)](https://github.com/rstudio/cheatsheets/blob/master/tidyeval.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/tidyeval.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/tidyeval.png)

- [Xplain (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/xplain.pdf)
- [Xplain (PDF)](https://github.com/rstudio/cheatsheets/blob/master/xplain.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/xplain.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/xplain.png)

- [Sintax Comparison (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/syntax.pdf)
- [Sintax Comparison (PDF)](https://github.com/rstudio/cheatsheets/blob/master/syntax.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/syntax.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/syntax.png)

- [Data and Variable Transformation with sjmisc (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/sjmisc.pdf)
- [Data and Variable Transformation with sjmisc (PDF)](https://github.com/rstudio/cheatsheets/blob/master/sjmisc.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/sjmisc.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/sjmisc.png)

- [R Markdown (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/rmarkdown-2.0.pdf)
- [R Markdown (PDF)](https://github.com/rstudio/cheatsheets/blob/master/rmarkdown-2.0.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/rmarkdown-2.0.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/rmarkdown-2.0.png)

- [Package Development with devtools (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/package-development.pdf)
- [Package Development with devtools (PDF)](https://github.com/rstudio/cheatsheets/blob/master/package-development.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/package-development.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/package-development.png)


# Math and Calculus
Expand Down Expand Up @@ -184,9 +184,9 @@ From @afshinea:

## R

- [Sparklyr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/sparklyr.pdf)
- [Sparklyr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/sparklyr.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/sparklyr.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/sparklyr.png)

# Machine Learning

Expand All @@ -198,25 +198,25 @@ From @afshinea:

## R

- [Machine Learning Modelling in R (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/Machine%20Learning%20Modelling%20in%20R.pdf)
- [Machine Learning Modelling in R (PDF)](https://github.com/rstudio/cheatsheets/blob/master/Machine%20Learning%20Modelling%20in%20R.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/Machine%20Learning%20Modelling%20in%20R.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/Machine%20Learning%20Modelling%20in%20R.png)

- [Caret (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/caret.pdf)
- [Caret (PDF)](https://github.com/rstudio/cheatsheets/blob/master/caret.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/caret.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/caret.png)

- [Estimatr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/estimatr.pdf)
- [Estimatr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/estimatr.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/estimatr.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/estimatr.png)

_ [H2O (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/h2o.pdf)
_ [H2O (PDF)](https://github.com/rstudio/cheatsheets/blob/master/h2o.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/h2o.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/h2o.png)

- [mlr (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/mlr.pdf)
- [mlr (PDF)](https://github.com/rstudio/cheatsheets/blob/master/mlr.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/mlr.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/mlr.png)


## Supervised Learning
Expand Down Expand Up @@ -266,9 +266,9 @@ From @afshinea:

## R

- [Keras RStudio (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/keras.pdf)
- [Keras RStudio (PDF)](https://github.com/rstudio/cheatsheets/blob/master/keras.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/keras.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/keras.png)


## Python
Expand Down Expand Up @@ -342,35 +342,35 @@ From @afshinea:

## R

- [Ggplot2 (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/data-visualization-2.1.pdf)
- [Ggplot2 (PDF)](https://github.com/rstudio/cheatsheets/blob/master/data-visualization-2.1.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/data-visualization-2.1.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/data-visualization-2.1.png)

- [Leaflet (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/leaflet.pdf)
- [Leaflet (PDF)](https://github.com/rstudio/cheatsheets/blob/master/leaflet.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/leaflet.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/leaflet.png)

- [Cartography (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/cartography.pdf)
- [Cartography (PDF)](https://github.com/rstudio/cheatsheets/blob/master/cartography.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/cartography.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/cartography.png)

- [Comprehensive Guide to Data Visualization in R](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/Data_Visualization/Comprehensive%20Guide%20to%20Data%20Visualization_R.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/Data_Visualization/img/Comprehensive%20Guide%20to%20Data%20Visualization_R-1.png)

- [Simple Features sf (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/sf.pdf)
- [Simple Features sf (PDF)](https://github.com/rstudio/cheatsheets/blob/master/sf.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/sf.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/sf.png)

- [survminer (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/survminer.pdf)
- [survminer (PDF)](https://github.com/rstudio/cheatsheets/blob/master/survminer.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/survminer.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/survminer.png)

# Data Science in General and Others

- [Shiny (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/shiny.pdf)
- [Shiny (PDF)](https://github.com/rstudio/cheatsheets/blob/master/shiny.pdf)

![](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/R/RStudio/img/shiny.png)
![](https://github.com/rstudio/cheatsheets/blob/master/pngs/shiny.png)

- [Vim (PDF)](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/General/Text_Editors/Vim/vim_cheat_sheet_for_programmers_print.pdf)

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