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Learning paths

A track, not a pile of courses

Each path is an ordered sequence of courses with prerequisites and an outcome. The map shows the route and the progress; the steps show the why.

  • Intermediate 90h · 3 steps

    Data engineer track

    Go from writing SQL to operating pipelines and serving models in production.

    1 Foundations → 2 Reporting → 3 Serving

    Outcome: You can own a production pipeline and the model that runs on top of it.

    View the path →
  • Advanced 62h · 3 steps

    Product leader track

    Move from shipping features to owning outcomes — analytics, pricing, and roadmaps.

    1 Read the data → 2 Set the price → 3 Plan the work

    Outcome: You lead product decisions with data and can defend them up.

    View the path →
  • Intermediate 82h · 3 steps

    Design systems track

    Own a design system from a single component to a governed system teams use.

    1 Listen first → 2 Build it right → 3 Govern it

    Outcome: You ship and govern a design system that teams actually use.

    View the path →
  • Intermediate 52h · 2 steps

    Engineering leader track

    Step into tech lead and stay there — systems, feedback, and the hard conversations.

    1 Technical spine → 2 Lead the team

    Outcome: You can lead a team and still keep your hands in the code.

    View the path →
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