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Data Science

Build skills. Leave with proof.
Use statistics, code, and experimentation to discover patterns and guide consequential decisions.

Entry: Beginner / Basic algebra6 core stages1 optional extension110–140 hours
Learn at your own pace

Start with the foundations, practise each capability in context, and use every milestone to produce evidence you can explain and defend.

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Your roadmap

7 focused stages

Use Python and notebooks to explore data reproducibly.

Core topics & frameworks

  • Python fundamentals
  • NumPy
  • Pandas
  • Notebooks
  • Git

Recommended resources

  • Python documentation
  • Pandas User Guide

Ready to validate your craft?

Build verifiable proof of work, one milestone at a time.

Explore the full roadmap now. Enrollment, progress tracking, peer review, and deliverable submission will follow in the connected learner phase.

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