Machine Learning Cheat Sheets
■ Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
1. Keras
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf
2. Numpy
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Numpy_Python_Cheat_Sheet.pdf
3. Pandas
basic : https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PandasPythonForDataScience.pdf
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Pandas_Cheat_Sheet_2.pdf
4. Scipy
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_SciPy_Cheat_Sheet_Linear_Algebra.pdf
5. Matplotlib
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Matplotlib_Cheat_Sheet.pdf
6. Scikit-learn
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Scikit_Learn_Cheat_Sheet_Python.pdf
7. Neural Networks Zoo
http://www.asimovinstitute.org/neural-network-zoo/
8. PySpark
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PySpark_Cheat_Sheet_Python.pdf
■ R Cheat Sheet
1. R Studio Cheat Sheet https://www.rstudio.com/resources/cheatsheets/
- Data Import Cheat Sheet
- Data Transformation Cheat Sheet
- Sparklyr Cheat Sheet
- R Markdown Cheat Sheet
- RStudio IDE Cheat Sheet
- Shiny Cheat Sheet
- Data Visualization Cheat Sheet
- Package Development Cheat Sheet
- Data Wrangling Cheat Sheet
- R Markdown Reference Guide
- Base R
- Advanced R
- Regular Expressions
- How big is your graph
- eurostat package
- The survminer package
- THe leaflet package
2. ggplot2
https://www.rstudio.com/wp-content/uploads/2015/03/ggplot2-cheatsheet.pdf
3. R Studio (dplyr and tidyr)
https://www.rstudio.com/wp-content/uploads/2015/02/data-wrangling-cheatsheet.pdf
4. R Markdown (KO)
https://www.rstudio.com/wp-content/uploads/2016/02/rmarkdown-cheatsheet-kr.pdf
5. R Reference Card for Data Mining
https://cran.r-project.org/doc/contrib/YanchangZhao-refcard-data-mining.pdf
6. Data Analysis the DATA.TABLE way
https://s3.amazonaws.com/assets.datacamp.com/img/blog/data+table+cheat+sheet.pdf