reference.md

Python Reference Document

Some helpful resources to get started.

General Python

• The Python Tutorial
• Standard Library
• w3schools
• tutorialspoint
• Managing packages with pip

Setting up an environment

• Jupyter Notebook
• Python only

Data manipulation

• 10 Minutes to Pandas
• Intro to pandas
• Comparing pandas and sql
• pandas on stack overflow
  • If you have a question about how to do something / a weird error message, I can almost guarantee someone has asked about it here.
• Random data with Faker
• Table Styling

Visualizing

• seaborn
• matplotlib

Modeling

• sklearn User Guide
• statsmodels

Further topics

• Version controlling notebooks
  • Scroll down to "Convert to Python"
• Unit testing
• Testing in vscode