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Tutorial Patterns

Use this structure for teaching and walkthroughs:

  • Audience, prerequisites, and learning goals: say who it is for, list what they should already know, and state what they will be able to do by the end.
  • Outline: provide a short numbered outline so readers can skim.
  • Step-by-step flow: pair a short markdown explanation with a small code cell that runs on its own and a brief interpretation of the result.
  • Exercises: include at least one exercise that reinforces the key concept and provide an answer scaffold in the next cell.
  • Pitfalls and extensions: call out one common mistake and how to fix it, and suggest one optional extension for curious readers.