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FavioVazquez/ds-cheatsheets
List of Data Science Cheatsheets to rule the world
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README
Data Science Cheatsheets
List of Data Science Cheatsheets to rule the world.
Table of Contents
-
- Tidiverse
- data.table
- xts
- Base R
- Data Import with readr
- Data Transformation with Dplyr
- Apply Functions with purrr
- Data transformation with data.table
- Dates and Times with lubridate
- Randomizr
- Regular Expressions
- Work with Strings with stringr
- Tidy Evaluation with rlang
- Xplain
- Sintax Comparison
- Data and Variable Transformation with sjmisc
- R Markdown (PDF)
- Package Development with devtools
Business Science
Business Science Problem Framework (PDF)

Data Science with Python Workflow (PDF)

Data Science with R Workflow (PDF)

Python
Datacamp
Python Crash Course

Dataquest


Others

R
Datacamp
RStudio














Math and Calculus
From @afshinea, @stat110 and @wzchen:
Big Data
Python



R

Machine Learning
Python

R





Supervised Learning

From @afshinea:

Unsupervised Learning

From @afshinea:

Hacks, tricks and tips
From @afshinea:

Choosing the right model

Deep Learning
Neural Nets


R

Python

From @afshinea:




SQL



Data Visualization
Python



- Comprehensive Guide to Data Visualization in Python

R






Data Science in General and Others












By @ml874

Contributors:
Favio Vázquez
関連リポジトリ












