Data Science

• Data Science
  • Terminal
  • BeautifulSoup
  • Numpy
  • Pandas
  • PySpark
  • Matplotlib
  • Seaborn
  • Jupyter Notebook
  • Others

Terminal

• Terminal cheatsheet
• https://files.fosswire.com/2007/08/fwunixref.pdf
• http://cheatsheetworld.com/programming/unix-linux-cheat-sheet/
• https://github.com/0nn0/terminal-mac-cheatsheet

BeautifulSoup

• BeautifulSoup cheatsheet

Numpy

• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Numpy_Python_Cheat_Sheet.pdf
• Numpy basics
• Financial concepts

Pandas

• Pandas cheatsheet
• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PandasPythonForDataScience+(1).pdf
• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Pandas_Cheat_Sheet_2.pdf

PySpark

• PySpark examples
• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PySpark_Cheat_Sheet_Python.pdf
• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PySpark_SQL_Cheat_Sheet_Python.pdf
• Converting RDD to dataframe
  • https://stackoverflow.com/questions/36902665/saving-a-list-of-rows-to-a-hive-table-in-pyspark
  • https://mingchen0919.github.io/learning-apache-spark/conversion-between-rdd-and-dataframe.html
  • https://medium.com/@InDataLabs/converting-spark-rdd-to-dataframe-and-dataset-expert-opinion-826db069eb5

Matplotlib

• Matplotlib cheatsheet
• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Matplotlib_Cheat_Sheet.pdf
• https://python-graph-gallery.com/
• https://github.com/juliangaal/python-cheat-sheet/blob/master/Matplotlib/Matplotlib.md

Seaborn

• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Seaborn_Cheat_Sheet.pdf

Jupyter Notebook

• https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Jupyter_Notebook_Cheat_Sheet.pdf

Others

• Collections
• Selenium
• Time