AI + Coding

ML beginner kit

ML foundations

Golden rule: Explore for inspiration. Log in for progress. Purchase when you’re ready to commit.

No account needed to imagine your build

Scroll the catalog, open any path, and picture the outcome. Try a demo or workshop if you want more spark. Log in when you want checkpoints and saved progress. Buy the kit only when you’re committing to the build.

Next steps — inspiration first

Join free workshopLogin for progress

Preview demo

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Learn ML as engineering: labels, splits, metrics, and iteration—then optionally deploy tiny.

What you’ll create

End-to-end mini model (tabular, image, or signal) you can explain

Skill Level

Beginner

Who It’s For

School / Diploma / first steps in ML

You Learn

  • Data labeling & leakage
  • Train / validation split
  • Accuracy vs the right metric
  • Saving & versioning a model
  • Optional edge export

Includes

  • Curated dataset starter
  • Notebook / project template
  • PDF guide
  • Video walkthrough

Outcomes

  • Portfolio write-up
  • Workshop-ready pitch
  • Resume point: ML pipeline basics

How you can engage

Mix and match: stay in free exploration, add a live workshop for energy, order the DIY box when you commit to building at home, and layer mentorship when you want guided progress—no forced bundle.

  • Free preview — inspiration

    This page answers “what will I create?”—your build, skills, what’s included, and where it can take you. Optional demo link. No login required to feel whether it’s for you.

  • Workshop — inspiration + proof

    See teaching in motion: hands-on pacing, real questions, and proof you can keep up—before you commit money to a box.

    Reserve workshop

  • DIY box — commitment

    The full hardware path—components, guides, walkthroughs—shipped when you’re ready to say: I’m building this. Ordered through your account.

    Commit & order DIY box

  • Mentorship — progress with a guide

    Log in and add structure: checkpoints, debugging, portfolio framing, and interview-ready storytelling around the same build—so progress doesn’t stall.

    Ask about mentorship

Purchase is commitment—the kit box ships when you're ready. Log in first for saved progress and roadmap. You can keep exploring this page without either until it clicks.

RegisterLogin

Already enrolled? Continue your student dashboard.