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Learning roadmap

AI foundations

Choose a goal, then follow each stage as an ordered, explained outline.

Learning goal

Learn deeply

Build a durable mental model, then transfer it into a working application.

Python toolkit

Stage purpose: Establish the vocabulary and first working mental model.

Required background: Complete the linked prerequisites below or bring equivalent experience.

Expected outcome: Explain the core idea and use it in a small example.

Estimated time: 45 minutes

  1. Lesson · Estimated time: 45 minutes

    The Everyday Python Toolkit

    Outcomes
    • Choose the right everyday Python tool
    • Explain the trade-off behind a concise implementation

    Prerequisites: No prerequisite topics

    Evidence: Practise the outcome in code and record what you learned.

    Current status: Not started

    Recommended next: Complete this path by applying these outcomes in your own project.