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Python

What Does This Guide Have?

Conda

I use Conda to manage my Python environments and packages.

Terminal Commands for Mac [Conda Cheat Sheet]

  • Good cheat sheet for basic Conda commands, dealing with environments, installing, updating, and checking versions of packages, etc.

Installing packages using Conda [Installing Packages]

  • Guide on how to install packages using the Anaconda app.

Machine Learning

Natural Language Processing

Beginner's Intro to NLP [Website]

  • Website that gives you the basics of NLP, what it is, what packages to use, why it's used, etc.

Visual Studio Code

Deleting Variables [Stack Overflow]

  • Simple explanations on how to delete variables in the script or interavtice window

Resolving errors running Jupyter notebooks [Stack Overflow]

  • Helpful trouble shooting methods if Jupyter notebooks are giving errors when you try and run them in VS Code.

Python Data Science Handbook https://jakevdp.github.io/PythonDataScienceHandbook/

Classes/Objects https://www.w3schools.com/python/python_classes.asp

PySpark https://www.tutorialspoint.com/pyspark/pyspark_environment_setup.htm

List all installed packages and versions in Python - terminal commands https://stackoverflow.com/questions/12939975/how-to-list-all-installed-packages-and-their-versions-in-python