Tool References

Cheatsheets

• Novartis Graphics Principles Cheatsheet

Quick references for technology we’re using

• Plotly
  • Plotly Express or this one
  • course notes on Plotly
• course notes on Quarto
• Markdown
• pandas

Tutorials

• Quarto tutorial: hello, computations, authoring
  • Markdown
  • See also our in-class tutorial
• Pandas Tutor

Python tutorials

• The “official” Python tutorial
• Codecademy’s “Learn Python” Tutorial
• futurecoder python tutorial: nicely done, but only covers the basics
• educative python tutorial: not quite as slick as futurecoder, but it covers some important things that are missing there.
• W3Schools Python Tutorial and Quiz
• Kaggle tutorials:
  • learn python
  • learn pandas

Reference Materials

• Plotly (ignore everything in the Plotly docs about “Dash”)
• Python Data Science Handbook
• Python documentation. Especially useful:
  • built-in functions
  • data types
  • other built-in functionality (“standard library”)
  • Regular Expression How-To
  • the language reference has way more than you ever wanted to know about Python