Know what to learn, in what order, and for how long.

Most self-learners stall because nobody hands them a plan. Tell us your goal and get a personalized, editable roadmap in under 3 minutes.

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Python basicsAlready knowLinear algebra3 hProbability4 hCalculusSkippedRegression5 hNeural networks8 h

Example roadmap for “Learn machine learning”

The three questions that stop self-learners

  • What should I learn?

    A map of the topics your goal actually needs, trimmed to what you already know.

  • In what order?

    Prerequisites come first, so you never hit a wall halfway through.

  • How long will it take?

    Time per topic and a weekly schedule that fits the hours you really have.

Coming next: explaining topics back to an AI tutor and spaced review, to check that it actually stuck.

How it works

  1. Tell us your goal

    Two quick screens: what you want to learn and what you already know.

  2. Shape the map

    Chat with the AI or edit the graph yourself. Your edits always win.

  3. Get your plan

    An ordered roadmap with a week-by-week schedule, ready to start.